5. Business Process Data Analysis

Zurück zum Zitat van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Heidelberg (2011)CrossRefMATH van der Aalst, W.M.P.: Process Mining: Discovery, Conformance and Enhancement of Business Processes. Springer, Heidelberg (2011)CrossRefMATH

Zurück zum Zitat van der Aalst, W.M.P.: Process mining: Overview and opportunities. ACM Trans. Manag. Inf. Syst. 3(2), 7 (2012) van der Aalst, W.M.P.: Process mining: Overview and opportunities. ACM Trans. Manag. Inf. Syst. 3(2), 7 (2012)

Zurück zum Zitat van der Aalst, W.M.P.: Service mining: Using process mining to discover, check, and improve service behavior. IEEE Trans. Serv. Comput. 99(PrePrints), 1 (2012) van der Aalst, W.M.P.: Service mining: Using process mining to discover, check, and improve service behavior. IEEE Trans. Serv. Comput. 99(PrePrints), 1 (2012)

Zurück zum Zitat van der Aalst, W.M.P., Weijters, A.J.M.M.: Process mining: A research agenda. Comput. Ind. 53(3), 231–244 (2004)CrossRef van der Aalst, W.M.P., Weijters, A.J.M.M.: Process mining: A research agenda. Comput. Ind. 53(3), 231–244 (2004)CrossRef

Zurück zum Zitat van der Aalst, W.M.P., van Dongen, B.F., Herbst, J., Maruster, L., Schimm, G., Weijters, A.J.M.M.: Workflow mining: A survey of issues and approaches. Data Knowl. Eng. 47, 237–267 (2003)CrossRef van der Aalst, W.M.P., van Dongen, B.F., Herbst, J., Maruster, L., Schimm, G., Weijters, A.J.M.M.: Workflow mining: A survey of issues and approaches. Data Knowl. Eng. 47, 237–267 (2003)CrossRef

Zurück zum Zitat van der Aalst, W.M.P., ter Hofstede, A.H.M., Weske, M.: Business process management: A survey. In: Business Process Management, pp. 1–12. Springer, Heidelberg (2003) van der Aalst, W.M.P., ter Hofstede, A.H.M., Weske, M.: Business process management: A survey. In: Business Process Management, pp. 1–12. Springer, Heidelberg (2003)

Zurück zum Zitat van der Aalst, W.M.P., Weijters, T., Maruster, L.: Workflow mining: Discovering process models from event logs. IEEE Trans. Knowl. Data Eng. 16(9), 1128–1142 (2004)CrossRef van der Aalst, W.M.P., Weijters, T., Maruster, L.: Workflow mining: Discovering process models from event logs. IEEE Trans. Knowl. Data Eng. 16(9), 1128–1142 (2004)CrossRef

Zurück zum Zitat van der Aalst, W.M.P., van Dongen, B.F., Günther, C.W., Rozinat, A., Verbeek, E., Weijters, T.: ProM: The process mining toolkit. In: Proceedings of the Business Process Management Demonstration Track (BPMDemos 2009), Ulm, 8 September 2009. CEUR Workshop Proceedings, vol. 489. Springer, Berlin (2009). CEUR-WS.org 2009 van der Aalst, W.M.P., van Dongen, B.F., Günther, C.W., Rozinat, A., Verbeek, E., Weijters, T.: ProM: The process mining toolkit. In: Proceedings of the Business Process Management Demonstration Track (BPMDemos 2009), Ulm, 8 September 2009. CEUR Workshop Proceedings, vol. 489. Springer, Berlin (2009). CEUR-WS.org 2009

Zurück zum Zitat van der Aalst, W.M.P., Adriansyah, A., Medeiros, A.K.A., Arcieri, F., Baier, T., Blickle, T., Bose, R.P.J.C., van den Brand, P., Brandtjen, R., Buijs, J.C.A.M., Burattin, A., Carmona, J., Castellanos, M., Claes, J., Cook, J., Costantini, N., Curbera, F., Damiani, E., Leoni, M.D., Delias, P., van Dongen, B.F., Dumas, M., Dustdar, S., Fahland, D., Ferreira, D.R., Gaaloul, W., van Geffen, F., Goel, S., Günther, C.W., Guzzo, A., Harmon, P., ter Hofstede, A.H.M., Hoogland, J., Espen Ingvaldsen, J., Kato, K., Kuhn, R., Kumar, A., La Rosa, M., Maria Maggi, F., Malerba, D., Mans, R.S., Manuel, A., McCreesh, M., Mello, P., Mendling, J., Montali, M., Motahari-Nezhad, H.R., Muehlen, M.Z., Muñoz-Gama, J., Pontieri, L., Ribeiro, J., Rozinat, A., Pérez, H.S., Pérez, R.S., Sepúlveda, M., Sinur, J., Soffer, P., Song, M., Sperduti, A., Stilo, G., Stoel, C., Swenson, K.D., Talamo, M., Tan, W., Turner, C., Vanthienen, J., Varvaressos, G., Verbeek, E., Verdonk, M., Vigo, R., Wang, J., Weber, B., Weidlich, M., Weijters, T., Wen, L., Westergaard, M., Wynn, M.T.: Process mining manifesto. In: Business Process Management Workshops (1), pp. 169–194. Springer, Heidelberg (2011) van der Aalst, W.M.P., Adriansyah, A., Medeiros, A.K.A., Arcieri, F., Baier, T., Blickle, T., Bose, R.P.J.C., van den Brand, P., Brandtjen, R., Buijs, J.C.A.M., Burattin, A., Carmona, J., Castellanos, M., Claes, J., Cook, J., Costantini, N., Curbera, F., Damiani, E., Leoni, M.D., Delias, P., van Dongen, B.F., Dumas, M., Dustdar, S., Fahland, D., Ferreira, D.R., Gaaloul, W., van Geffen, F., Goel, S., Günther, C.W., Guzzo, A., Harmon, P., ter Hofstede, A.H.M., Hoogland, J., Espen Ingvaldsen, J., Kato, K., Kuhn, R., Kumar, A., La Rosa, M., Maria Maggi, F., Malerba, D., Mans, R.S., Manuel, A., McCreesh, M., Mello, P., Mendling, J., Montali, M., Motahari-Nezhad, H.R., Muehlen, M.Z., Muñoz-Gama, J., Pontieri, L., Ribeiro, J., Rozinat, A., Pérez, H.S., Pérez, R.S., Sepúlveda, M., Sinur, J., Soffer, P., Song, M., Sperduti, A., Stilo, G., Stoel, C., Swenson, K.D., Talamo, M., Tan, W., Turner, C., Vanthienen, J., Varvaressos, G., Verbeek, E., Verdonk, M., Vigo, R., Wang, J., Weber, B., Weidlich, M., Weijters, T., Wen, L., Westergaard, M., Wynn, M.T.: Process mining manifesto. In: Business Process Management Workshops (1), pp. 169–194. Springer, Heidelberg (2011)

Zurück zum Zitat Abelló, A., Romero, O.: On-line analytical processing. In: Encyclopedia of Database Systems, pp. 1949–1954. Springer, Heidelberg (2009) Abelló, A., Romero, O.: On-line analytical processing. In: Encyclopedia of Database Systems, pp. 1949–1954. Springer, Heidelberg (2009)

Zurück zum Zitat Adriansyah, A., van Dongen, B.F., van der Aalst, W.M.P.: Conformance checking using cost-based fitness analysis. In: Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2011), Helsinki, 29 August–2 September 2011, pp. 55–64. IEEE Computer Society, Los Alamitos (2011) [ISBN 978-1-4577-0362-1] Adriansyah, A., van Dongen, B.F., van der Aalst, W.M.P.: Conformance checking using cost-based fitness analysis. In: Proceedings of the 15th IEEE International Enterprise Distributed Object Computing Conference (EDOC 2011), Helsinki, 29 August–2 September 2011, pp. 55–64. IEEE Computer Society, Los Alamitos (2011) [ISBN 978-1-4577-0362-1]

Zurück zum Zitat Agrawal, R., Gunopulos, D., Leymann, F.: Mining process models from workflow logs. In: Proceedings of Advances in Database Technology - EDBT’98. 6th International Conference on Extending Database Technology, Valencia, 23–27 March 1998. Lecture Notes in Computer Science, vol. 1377, pp. 469–483. Springer, New York (1998) [ISBN 3-540-64264-1] Agrawal, R., Gunopulos, D., Leymann, F.: Mining process models from workflow logs. In: Proceedings of Advances in Database Technology - EDBT’98. 6th International Conference on Extending Database Technology, Valencia, 23–27 March 1998. Lecture Notes in Computer Science, vol. 1377, pp. 469–483. Springer, New York (1998) [ISBN 3-540-64264-1]

Zurück zum Zitat Akal, F., Bim, K., Schek, H.J.: OLAP query evaluation in a database cluster: A performance study on intra-query parallelism. In: Proceedings of the 6th East European Conference on Advances in Databases and Information Systems (ADBIS 2002), Bratislava, 8–11 September 2002. Lecture Notes in Computer Science, vol. 2435, pp. 218–231. Springer, Berlin (2002) [ISBN 3-540-44138-7] Akal, F., Bim, K., Schek, H.J.: OLAP query evaluation in a database cluster: A performance study on intra-query parallelism. In: Proceedings of the 6th East European Conference on Advances in Databases and Information Systems (ADBIS 2002), Bratislava, 8–11 September 2002. Lecture Notes in Computer Science, vol. 2435, pp. 218–231. Springer, Berlin (2002) [ISBN 3-540-44138-7]

Zurück zum Zitat Allahbakhsh, M., Ignjatovic, A., Benatallah, B., Beheshti, S.-M.-R., Bertino, E., Foo, N.: Collusion detection in online rating systems. In: Proceedings of the 15th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2013, Sydney, 4–6 April 2013, pp. 196–207 (2013) Allahbakhsh, M., Ignjatovic, A., Benatallah, B., Beheshti, S.-M.-R., Bertino, E., Foo, N.: Collusion detection in online rating systems. In: Proceedings of the 15th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2013, Sydney, 4–6 April 2013, pp. 196–207 (2013)

Zurück zum Zitat Allahbakhsh, M., Ignjatovic, A., Benatallah, B., Beheshti, S.-M.-R., Foo, N., Bertino, E.: Representation and querying of unfair evaluations in social rating systems. Comput. Secur. 41, 68–88 (2014)CrossRef Allahbakhsh, M., Ignjatovic, A., Benatallah, B., Beheshti, S.-M.-R., Foo, N., Bertino, E.: Representation and querying of unfair evaluations in social rating systems. Comput. Secur. 41, 68–88 (2014)CrossRef

Zurück zum Zitat Alonso, G., Casati, F., Kuno, H.A., Machiraju, V.: Web services - concepts, architectures and applications. In: Data-Centric Systems and Applications. Springer, Heidelberg (2004)MATH Alonso, G., Casati, F., Kuno, H.A., Machiraju, V.: Web services - concepts, architectures and applications. In: Data-Centric Systems and Applications. Springer, Heidelberg (2004)MATH

Zurück zum Zitat Anicic, D., Fodor, P., Rudolph, S., Stojanovic, N.: EP-SPARQL: A unified language for event processing and stream reasoning. In: Proceedings of the 20th International Conference on World Wide Web (WWW 2011), Hyderabad, 28 March–1 April 2011. ACM, New York (2011) [ISBN 978-1-4503-0632-4] Anicic, D., Fodor, P., Rudolph, S., Stojanovic, N.: EP-SPARQL: A unified language for event processing and stream reasoning. In: Proceedings of the 20th International Conference on World Wide Web (WWW 2011), Hyderabad, 28 March–1 April 2011. ACM, New York (2011) [ISBN 978-1-4503-0632-4]

Zurück zum Zitat Ardissono, L., Furnari, R., Goy, A., Petrone, G., Segnan, M.: Fault tolerant web service orchestration by means of diagnosis. In: Third European Workshop on Software Architecture (EWSA 2006), Nantes, 4–5 September 2006, Revised Selected Papers. Lecture Notes in Computer Science, vol. 4344, pp. 2–16. Springer, Berlin (2006) [ISBN 3-540-69271-1] Ardissono, L., Furnari, R., Goy, A., Petrone, G., Segnan, M.: Fault tolerant web service orchestration by means of diagnosis. In: Third European Workshop on Software Architecture (EWSA 2006), Nantes, 4–5 September 2006, Revised Selected Papers. Lecture Notes in Computer Science, vol. 4344, pp. 2–16. Springer, Berlin (2006) [ISBN 3-540-69271-1]

Zurück zum Zitat Azvine, B., Nauck, D., Ho, C.: Intelligent business analytics - a tool to build decision-support systems for ebusinesses. BT Technol. J. 21(4), 65–71 (2003)CrossRef Azvine, B., Nauck, D., Ho, C.: Intelligent business analytics - a tool to build decision-support systems for ebusinesses. BT Technol. J. 21(4), 65–71 (2003)CrossRef

Zurück zum Zitat Balmin, A., Papadimitriou, T., Papakonstantinou, Y.: Hypothetical queries in an OLAP environment. In: Proceedings of the 16th International Conference on Data Engineering, San Diego, 28 February–3 March 2000, pp. 220–231. IEEE Computer Society, Los Alamitos (2000) [ISBN 0-7695-0506-6] Balmin, A., Papadimitriou, T., Papakonstantinou, Y.: Hypothetical queries in an OLAP environment. In: Proceedings of the 16th International Conference on Data Engineering, San Diego, 28 February–3 March 2000, pp. 220–231. IEEE Computer Society, Los Alamitos (2000) [ISBN 0-7695-0506-6]

Zurück zum Zitat Beeri, C., Eyal, A., Kamenkovich, S., Milo, T.: Querying business processes with BP-QL. In: Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, 30 August–2 September 2005, pp. 1255–1258 Beeri, C., Eyal, A., Kamenkovich, S., Milo, T.: Querying business processes with BP-QL. In: Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, 30 August–2 September 2005, pp. 1255–1258

Zurück zum Zitat Beeri, C., Eyal, A., Milo, T., Pilberg, A.: BP-Mon: Query-based monitoring of BPEL business processes. SIGMOD Rec. 37(1), 21–24 (2008)CrossRef Beeri, C., Eyal, A., Milo, T., Pilberg, A.: BP-Mon: Query-based monitoring of BPEL business processes. SIGMOD Rec. 37(1), 21–24 (2008)CrossRef

Zurück zum Zitat Beheshti, S.-M.-R.: Organizing, Querying, and Analyzing Ad-hoc Processes’ Data. Ph.D. thesis, University of New South Wales, Sydney (2012) Beheshti, S.-M.-R.: Organizing, Querying, and Analyzing Ad-hoc Processes’ Data. Ph.D. thesis, University of New South Wales, Sydney (2012)

Zurück zum Zitat Beheshti, S.-M.-R., Benatallah, B., Nezhad, H.R.M., Sakr, S.: A query language for analyzing business processes execution. In: Proceedings of the 9th International Conference on Business Process Management, BPM 2011, Clermont-Ferrand, 30 August–2 September 2011, pp. 281–297 (2011) Beheshti, S.-M.-R., Benatallah, B., Nezhad, H.R.M., Sakr, S.: A query language for analyzing business processes execution. In: Proceedings of the 9th International Conference on Business Process Management, BPM 2011, Clermont-Ferrand, 30 August–2 September 2011, pp. 281–297 (2011)

Zurück zum Zitat Beheshti, S.-M.-R., Benatallah, B., Nezhad, H.R.M., Allahbakhsh, M.: A framework and a language for on-line analytical processing on graphs. In: Proceedings of the 13th International Conference on Web Information Systems Engineering, WISE 2012, Paphos, 28–30 November 2012, pp. 213–227 (2012) Beheshti, S.-M.-R., Benatallah, B., Nezhad, H.R.M., Allahbakhsh, M.: A framework and a language for on-line analytical processing on graphs. In: Proceedings of the 13th International Conference on Web Information Systems Engineering, WISE 2012, Paphos, 28–30 November 2012, pp. 213–227 (2012)

Zurück zum Zitat Beheshti, S.-M.-R., Benatallah, B., Nezhad, H.R.M.: Enabling the analysis of cross-cutting aspects in ad-hoc processes. In: Proceedings of the 25th International Conference on Advanced Information Systems Engineering, CAiSE 2013, Valencia, 17–21 June 2013, pp. 51–67 (2013) Beheshti, S.-M.-R., Benatallah, B., Nezhad, H.R.M.: Enabling the analysis of cross-cutting aspects in ad-hoc processes. In: Proceedings of the 25th International Conference on Advanced Information Systems Engineering, CAiSE 2013, Valencia, 17–21 June 2013, pp. 51–67 (2013)

Zurück zum Zitat Beheshti, S.-M.-R., Benatallah, B., Motahari-Nezhad, H.: Scalable graph-based olap analytics over process execution data. Distrib. Parallel Databases 1–45 (2015). doi:10.1007/s10619-014-7171-9 Beheshti, S.-M.-R., Benatallah, B., Motahari-Nezhad, H.: Scalable graph-based olap analytics over process execution data. Distrib. Parallel Databases 1–45 (2015). doi:10.​1007/​s10619-014-7171-9

Zurück zum Zitat Beheshti, S.-M.-R., Venugopal, S., Ryu, S.H., Benatallah, B., Wang, W.: Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities (2013). CoRR abs/1311.3987 Beheshti, S.-M.-R., Venugopal, S., Ryu, S.H., Benatallah, B., Wang, W.: Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities (2013). CoRR abs/1311.3987

Zurück zum Zitat Beyer, K.S., Ramakrishnan, R.: Bottom-up computation of sparse and iceberg CUBEs. In: SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, 1–3 June 1999, Philadelphia, pp. 359–370. ACM, New York (1999) Beyer, K.S., Ramakrishnan, R.: Bottom-up computation of sparse and iceberg CUBEs. In: SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, 1–3 June 1999, Philadelphia, pp. 359–370. ACM, New York (1999)

Zurück zum Zitat Bhalotia, G., Hulgeri, A., Nakhe, C., Chakrabarti, S., Sudarshan, S.: Keyword searching and browsing in databases using BANKS. In: Proceedings of the 18th International Conference on Data Engineering, San Jose, 26 February–1 March 2002, pp. 431–440 Bhalotia, G., Hulgeri, A., Nakhe, C., Chakrabarti, S., Sudarshan, S.: Keyword searching and browsing in databases using BANKS. In: Proceedings of the 18th International Conference on Data Engineering, San Jose, 26 February–1 March 2002, pp. 431–440

Zurück zum Zitat Bhattacharya, K., Gerede, C., Hull, R., Liu, R., Su, J.: Towards formal analysis of artifact-centric business process models. In: Business Process Management (BPM’07), pp. 288–304. Springer, Heidelberg (2007) Bhattacharya, K., Gerede, C., Hull, R., Liu, R., Su, J.: Towards formal analysis of artifact-centric business process models. In: Business Process Management (BPM’07), pp. 288–304. Springer, Heidelberg (2007)

Zurück zum Zitat Bhattacharya, K., Hull, R., Su, J.: A data-centric design methodology for business processes. In: Handbook of Research on Business Process Modeling, Chapter 23, pp. 503–531. Information Science Reference, Hershey (2009) Bhattacharya, K., Hull, R., Su, J.: A data-centric design methodology for business processes. In: Handbook of Research on Business Process Modeling, Chapter 23, pp. 503–531. Information Science Reference, Hershey (2009)

Zurück zum Zitat Bizer, C., Heath, T., Berners-Lee, T.: Linked data - the story so far. Int. J. Semant. Web Inf. Syst. 5(3), 1–22 (2009)CrossRef Bizer, C., Heath, T., Berners-Lee, T.: Linked data - the story so far. Int. J. Semant. Web Inf. Syst. 5(3), 1–22 (2009)CrossRef

Zurück zum Zitat Bose, R.P.J.C., Verbeek, H.M.W., van der Aalst, W.M.P.: Discovering hierarchical process models using ProM. In: Proceedings of the CAiSE Forum 2011, London, 22–24 June 2011, pp. 33–40 Bose, R.P.J.C., Verbeek, H.M.W., van der Aalst, W.M.P.: Discovering hierarchical process models using ProM. In: Proceedings of the CAiSE Forum 2011, London, 22–24 June 2011, pp. 33–40

Zurück zum Zitat Brambilla, M., Fraternali, P., Vaca, C.: BPMN and design patterns for engineering social BPM solutions. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 99, pp. 219–230. Springer, Berlin (2012) Brambilla, M., Fraternali, P., Vaca, C.: BPMN and design patterns for engineering social BPM solutions. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 99, pp. 219–230. Springer, Berlin (2012)

Zurück zum Zitat Buse, R.P.L., Zimmermann, T.: Information needs for software development analytics. In: 34th International Conference on Software Engineering (ICSE 2012), Zurich, 2–9 June 2012, pp. 987–996 Buse, R.P.L., Zimmermann, T.: Information needs for software development analytics. In: 34th International Conference on Software Engineering (ICSE 2012), Zurich, 2–9 June 2012, pp. 987–996

Zurück zum Zitat Cai, Y., Dong, X.L., Halevy, A.Y., Liu, J.M., Madhavan, J.: Personal information management with SEMEX. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, 14–16 June 2005, pp. 921–923 Cai, Y., Dong, X.L., Halevy, A.Y., Liu, J.M., Madhavan, J.: Personal information management with SEMEX. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, 14–16 June 2005, pp. 921–923

Zurück zum Zitat Calders, T., Günther, C.W., Pechenizkiy, M., Rozinat, A.: Using minimum description length for process mining. In: Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), Honolulu, 9–12 March 2009, pp. 1451–1455. ACM, New York (2009) [ISBN 978-1-60558-166-8] Calders, T., Günther, C.W., Pechenizkiy, M., Rozinat, A.: Using minimum description length for process mining. In: Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), Honolulu, 9–12 March 2009, pp. 1451–1455. ACM, New York (2009) [ISBN 978-1-60558-166-8]

Zurück zum Zitat Carey, M.J.: SOA what? IEEE Comput. 41(3), 92–94 (2008)CrossRef Carey, M.J.: SOA what? IEEE Comput. 41(3), 92–94 (2008)CrossRef

Zurück zum Zitat Carey, M.J., Onose, N., Petropoulos, M.: Data services. Commun. ACM 55(6), 86–97 (2012)CrossRef Carey, M.J., Onose, N., Petropoulos, M.: Data services. Commun. ACM 55(6), 86–97 (2012)CrossRef

Zurück zum Zitat Casati, F., Shan, M.C.: Semantic analysis of business process executions. In: Advances in Database Technology - EDBT 2002, Proceedings of 8th International Conference on Extending Database Technology, Prague, 25–27 March 2002. Lecture Notes in Computer Science, vol. 2287, pp. 287–296. Springer, Berlin (2002) [ISBN 3-540-43324-4] Casati, F., Shan, M.C.: Semantic analysis of business process executions. In: Advances in Database Technology - EDBT 2002, Proceedings of 8th International Conference on Extending Database Technology, Prague, 25–27 March 2002. Lecture Notes in Computer Science, vol. 2287, pp. 287–296. Springer, Berlin (2002) [ISBN 3-540-43324-4]

Zurück zum Zitat Casati, F., Castellanos, M., Dayal, U., Salazar, N.: A generic solution for warehousing business process data. In: Proceedings of the 33rd International Conference on Very Large Data Bases, University of Vienna, Vienna, 23–27 September 2007, pp. 1128–1137. ACM, New York (2007) [ISBN 978-1-59593-649-3] Casati, F., Castellanos, M., Dayal, U., Salazar, N.: A generic solution for warehousing business process data. In: Proceedings of the 33rd International Conference on Very Large Data Bases, University of Vienna, Vienna, 23–27 September 2007, pp. 1128–1137. ACM, New York (2007) [ISBN 978-1-59593-649-3]

Zurück zum Zitat Chang, F., Dean, J., Ghemawat, S., Hsieh, W.C., Wallach, D.A., Burrows, M., Chandra, T., Fikes, A., Gruber, R.E.: Bigtable: A distributed storage system for structured data. ACM Trans. Comput. Syst. 26(2), 4 (2008)CrossRef Chang, F., Dean, J., Ghemawat, S., Hsieh, W.C., Wallach, D.A., Burrows, M., Chandra, T., Fikes, A., Gruber, R.E.: Bigtable: A distributed storage system for structured data. ACM Trans. Comput. Syst. 26(2), 4 (2008)CrossRef

Zurück zum Zitat Chaudhuri, S., Dayal, U.: An overview of data warehousing and OLAP technology. SIGMOD Rec. 26(1), 65–74 (1997)CrossRef Chaudhuri, S., Dayal, U.: An overview of data warehousing and OLAP technology. SIGMOD Rec. 26(1), 65–74 (1997)CrossRef

Zurück zum Zitat Chaudhuri, S., Dayal, U., Narasayya, V.: An overview of business intelligence technology. Commun. ACM 54(8), 88–98 (2011)CrossRef Chaudhuri, S., Dayal, U., Narasayya, V.: An overview of business intelligence technology. Commun. ACM 54(8), 88–98 (2011)CrossRef

Zurück zum Zitat Chen, C., Yan, X., Zhu, F., Han, J., Yu, P.S.: Graph OLAP: Towards online analytical processing on graphs. In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, 15–19 December 2008, pp. 103–112 Chen, C., Yan, X., Zhu, F., Han, J., Yu, P.S.: Graph OLAP: Towards online analytical processing on graphs. In: Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, 15–19 December 2008, pp. 103–112

Zurück zum Zitat Cheney, J., Chiticariu, L., Tan, W.C.: Provenance in databases: Why, how, and where. Found. Trends Databases 1, 379–474 (2009)CrossRef Cheney, J., Chiticariu, L., Tan, W.C.: Provenance in databases: Why, how, and where. Found. Trends Databases 1, 379–474 (2009)CrossRef

Zurück zum Zitat Cohn, D., Hull, R.: Business artifacts: A data-centric approach to modeling business operations and processes. IEEE Data Eng. Bull. 32(3), 3–9 (2009) Cohn, D., Hull, R.: Business artifacts: A data-centric approach to modeling business operations and processes. IEEE Data Eng. Bull. 32(3), 3–9 (2009)

Zurück zum Zitat Cook, J.E., Wolf, A.L.: Discovering models of software processes from event-based data. ACM Trans. Softw. Eng. Methodol. 7(3), 215–249 (1998)CrossRef Cook, J.E., Wolf, A.L.: Discovering models of software processes from event-based data. ACM Trans. Softw. Eng. Methodol. 7(3), 215–249 (1998)CrossRef

Zurück zum Zitat Cooper, B.F., Ramakrishnan, R., Srivastava, U., Silberstein, A., Bohannon, P., Jacobsen, H.A., Puz, N., Weaver, D., Yerneni, R.: PNUTS: Yahoo!’s hosted data serving platform. PVLDB 1(2), 1277–1288 (2008) Cooper, B.F., Ramakrishnan, R., Srivastava, U., Silberstein, A., Bohannon, P., Jacobsen, H.A., Puz, N., Weaver, D., Yerneni, R.: PNUTS: Yahoo!’s hosted data serving platform. PVLDB 1(2), 1277–1288 (2008)

Zurück zum Zitat Datta, A.: Automating the discovery of AS-IS business process models: probabilistic and algorithmic approaches. Inf. Syst. Res. 9(3), 275–301 (1998)CrossRef Datta, A.: Automating the discovery of AS-IS business process models: probabilistic and algorithmic approaches. Inf. Syst. Res. 9(3), 275–301 (1998)CrossRef

Zurück zum Zitat DeCandia, G., Hastorun, D., Jampani, M., Kakulapati, G., Lakshman, A., Pilchin, A., Sivasubramanian, S., Vosshall, P., Vogels, W.: Dynamo: Amazon’s highly available key-value store. In: Proceedings of the 21st ACM Symposium on Operating Systems Principles 2007 (SOSP 2007), Stevenson, Washington, 14–17 October 2007, pp. 205–220. ACM, New York (2007) [ISBN 978-1-59593-591-5] DeCandia, G., Hastorun, D., Jampani, M., Kakulapati, G., Lakshman, A., Pilchin, A., Sivasubramanian, S., Vosshall, P., Vogels, W.: Dynamo: Amazon’s highly available key-value store. In: Proceedings of the 21st ACM Symposium on Operating Systems Principles 2007 (SOSP 2007), Stevenson, Washington, 14–17 October 2007, pp. 205–220. ACM, New York (2007) [ISBN 978-1-59593-591-5]

Zurück zum Zitat Delbru, R., Campinas, S., Tummarello, G.: Searching web data: An entity retrieval and high-performance indexing model. J. Web Semant. 10, 33–58 (2012)CrossRef Delbru, R., Campinas, S., Tummarello, G.: Searching web data: An entity retrieval and high-performance indexing model. J. Web Semant. 10, 33–58 (2012)CrossRef

Zurück zum Zitat Delbru, R., Toupikov, N., Catasta, M., Tummarello, G.: A node indexing scheme for Web entity retrieval. In: Proceedings of the 7th Extended Semantic Web Conference (ESWC 2010), Part II, Heraklion, 30 May–3 June 2010, pp. 240–256 Delbru, R., Toupikov, N., Catasta, M., Tummarello, G.: A node indexing scheme for Web entity retrieval. In: Proceedings of the 7th Extended Semantic Web Conference (ESWC 2010), Part II, Heraklion, 30 May–3 June 2010, pp. 240–256

Zurück zum Zitat Dong, X., Halevy, A.Y.: Indexing dataspaces. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, 12–14 June 2007, pp. 43–54 Dong, X., Halevy, A.Y.: Indexing dataspaces. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, Beijing, 12–14 June 2007, pp. 43–54

Zurück zum Zitat van Dongen, B.F., Mendling, J., van der Aalst, W.M.P.: Structural patterns for soundness of business process models. In: Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), Hong Kong, 16–20 October 2006, pp. 116–128. IEEE Computer Society, Los Alamitos (2006) [ISBN 0-7695-2558-X] van Dongen, B.F., Mendling, J., van der Aalst, W.M.P.: Structural patterns for soundness of business process models. In: Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), Hong Kong, 16–20 October 2006, pp. 116–128. IEEE Computer Society, Los Alamitos (2006) [ISBN 0-7695-2558-X]

Zurück zum Zitat Dorn, C., Burkhart, T., Werth, D., Dustdar, S.: Self-adjusting recommendations for people-driven ad-hoc processes. In: Proceedings of 8th International Conference on Business Process Management (BPM 2010), Hoboken, 13–16 September 2010, pp. 327–342. Lecture Notes in Computer Science, vol. 6336. Springer, Berlin (2010) [ISBN 978-3-642-15617-5] Dorn, C., Burkhart, T., Werth, D., Dustdar, S.: Self-adjusting recommendations for people-driven ad-hoc processes. In: Proceedings of 8th International Conference on Business Process Management (BPM 2010), Hoboken, 13–16 September 2010, pp. 327–342. Lecture Notes in Computer Science, vol. 6336. Springer, Berlin (2010) [ISBN 978-3-642-15617-5]

Zurück zum Zitat Dorn, C., Mar, C.A., Mehandjiev, N., Dustdar, S.: Self-learning predictor aggregation for the evolution of people-driven ad-hoc processes. In: Proceedings of 9th International Conference on Business Process Management (BPM 2011), Clermont-Ferrand, 30 August–2 September 2011, pp. 215–230. Lecture Notes in Computer Science, vol. 6896. Springer, Berlin (2011) [ISBN 978-3-642-23058-5] Dorn, C., Mar, C.A., Mehandjiev, N., Dustdar, S.: Self-learning predictor aggregation for the evolution of people-driven ad-hoc processes. In: Proceedings of 9th International Conference on Business Process Management (BPM 2011), Clermont-Ferrand, 30 August–2 September 2011, pp. 215–230. Lecture Notes in Computer Science, vol. 6896. Springer, Berlin (2011) [ISBN 978-3-642-23058-5]

Zurück zum Zitat Dries, A., Nijssen, S., De Raedt, L.: A query language for analyzing networks. In: Conference on Information and Knowledge Management (CIKM’09), pp. 485–494. ACM, New York (2009) Dries, A., Nijssen, S., De Raedt, L.: A query language for analyzing networks. In: Conference on Information and Knowledge Management (CIKM’09), pp. 485–494. ACM, New York (2009)

Zurück zum Zitat Dumais, S., Cutrell, E., Cadiz, J., Jancke, G., Sarin, R., Robbins, D.C.: Stuff i’ve seen: A system for personal information retrieval and re-use. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR ’03, pp. 72–79. ACM, New York (2003) Dumais, S., Cutrell, E., Cadiz, J., Jancke, G., Sarin, R., Robbins, D.C.: Stuff i’ve seen: A system for personal information retrieval and re-use. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR ’03, pp. 72–79. ACM, New York (2003)

Zurück zum Zitat Dyreson, C.E.: Aspect-oriented relational algebra. In: Proceedings of 14th International Conference on Extending Database Technology (EDBT 2011), Uppsala, 21–24 March 2011, pp. 377–388. ACM, New York (2011) [ISBN 978-1-4503-0528-0] Dyreson, C.E.: Aspect-oriented relational algebra. In: Proceedings of 14th International Conference on Extending Database Technology (EDBT 2011), Uppsala, 21–24 March 2011, pp. 377–388. ACM, New York (2011) [ISBN 978-1-4503-0528-0]

Zurück zum Zitat Etcheverry, L., Vaisman, A.A.: Enhancing OLAP analysis with Web cubes. In: Extended Semantic Web Conference, Halle (Saale), pp. 469–483 (2012) Etcheverry, L., Vaisman, A.A.: Enhancing OLAP analysis with Web cubes. In: Extended Semantic Web Conference, Halle (Saale), pp. 469–483 (2012)

Zurück zum Zitat Ezenwoye, O., Sadjadi, S.M.: TRAP/BPEL: A framework for dynamic adaptation of composite services. In: Proceedings of the International Conference on Web Information Systems and Technologies (WEBIST 2007), Barcelona (2007) Ezenwoye, O., Sadjadi, S.M.: TRAP/BPEL: A framework for dynamic adaptation of composite services. In: Proceedings of the International Conference on Web Information Systems and Technologies (WEBIST 2007), Barcelona (2007)

Zurück zum Zitat Franklin, M.J., Halevy, A.Y., Maier, D.: From databases to dataspaces: A new abstraction for information management. SIGMOD Rec. 34(4), 27–33 (2005)CrossRef Franklin, M.J., Halevy, A.Y., Maier, D.: From databases to dataspaces: A new abstraction for information management. SIGMOD Rec. 34(4), 27–33 (2005)CrossRef

Zurück zum Zitat Freire, J., Koop, D., Santos, E., Silva, C.T.: Provenance for computational tasks: A survey. Comput. Sci. Eng. 10, 11–21 (2008)CrossRef Freire, J., Koop, D., Santos, E., Silva, C.T.: Provenance for computational tasks: A survey. Comput. Sci. Eng. 10, 11–21 (2008)CrossRef

Zurück zum Zitat Fritz, T., Murphy, G.C.: Using Information Fragments to Answer the Questions Developers Ask. ICSE’10, pp. 175–184. ACM, New York (2010) Fritz, T., Murphy, G.C.: Using Information Fragments to Answer the Questions Developers Ask. ICSE’10, pp. 175–184. ACM, New York (2010)

Zurück zum Zitat Furtado, C., Lima, A.A.B., Pacitti, E., Valduriez, P., Mattoso, M.: Physical and virtual partitioning in OLAP database clusters. In: SBAC-PAD, Rio de Janeiro, pp. 143–150 (2005) Furtado, C., Lima, A.A.B., Pacitti, E., Valduriez, P., Mattoso, M.: Physical and virtual partitioning in OLAP database clusters. In: SBAC-PAD, Rio de Janeiro, pp. 143–150 (2005)

Zurück zum Zitat Gartner: Business Activity Monitoring: Calm Before the Storm. ID Number: LE-15-9727 (2002) Gartner: Business Activity Monitoring: Calm Before the Storm. ID Number: LE-15-9727 (2002)

Zurück zum Zitat Georgakopoulos, D., Hornick, M.F., Sheth, A.P.: An overview of workflow management: From process modeling to workflow automation infrastructure. Distrib. Parallel Databases 3(2), 119–153 (1995)CrossRef Georgakopoulos, D., Hornick, M.F., Sheth, A.P.: An overview of workflow management: From process modeling to workflow automation infrastructure. Distrib. Parallel Databases 3(2), 119–153 (1995)CrossRef

Zurück zum Zitat Gerede, C.E., Su, J.: Specification and verification of artifact behaviors in business process models. In: International Conference on Service Oriented Computing, Vienna, pp. 181–192 (2007) Gerede, C.E., Su, J.: Specification and verification of artifact behaviors in business process models. In: International Conference on Service Oriented Computing, Vienna, pp. 181–192 (2007)

Zurück zum Zitat Golfarelli, M., Rizzi, S., Proli, A.: Designing what-if analysis: Towards a methodology. In: Proceedings of ACM 9th International Workshop on Data Warehousing and OLAP (DOLAP 2006), Arlington, 10 November 2006, pp. 51–58. ACM, New York (2006) [ISBN 1-59593-530-4] Golfarelli, M., Rizzi, S., Proli, A.: Designing what-if analysis: Towards a methodology. In: Proceedings of ACM 9th International Workshop on Data Warehousing and OLAP (DOLAP 2006), Arlington, 10 November 2006, pp. 51–58. ACM, New York (2006) [ISBN 1-59593-530-4]

Zurück zum Zitat Gómez, L.I., Gómez, S.A., Vaisman, A.A.: A generic data model and query language for spatiotemporal OLAP cube analysis. In: Proceedings of 15th International Conference on Extending Database Technology (EDBT ’12), Berlin, 27–30 March 2012, pp. 300–311. ACM, New York (2012) [ISBN 978-1-4503-0790-1] Gómez, L.I., Gómez, S.A., Vaisman, A.A.: A generic data model and query language for spatiotemporal OLAP cube analysis. In: Proceedings of 15th International Conference on Extending Database Technology (EDBT ’12), Berlin, 27–30 March 2012, pp. 300–311. ACM, New York (2012) [ISBN 978-1-4503-0790-1]

Zurück zum Zitat Gottanka, R., Meyer, N.: ModelAsYouGo: (re-) design of S-BPM process models during execution time. In: S-BPM ONE Scientific Research. Lecture Notes in Business Information Processing, vol. 104, pp. 91–105. Springer, Berlin (2012) Gottanka, R., Meyer, N.: ModelAsYouGo: (re-) design of S-BPM process models during execution time. In: S-BPM ONE Scientific Research. Lecture Notes in Business Information Processing, vol. 104, pp. 91–105. Springer, Berlin (2012)

Zurück zum Zitat Grandi, F.: T-SPARQL: A TSQL2-like temporal query language for RDF. In: Local Proceedings of the Fourteenth East-European Conference on Advances in Databases and Information Systems, Novi Sad, 20–24 September 2010. CEUR Workshop Proceedings, vol. 639. CEUR-WS.org 2010 Grandi, F.: T-SPARQL: A TSQL2-like temporal query language for RDF. In: Local Proceedings of the Fourteenth East-European Conference on Advances in Databases and Information Systems, Novi Sad, 20–24 September 2010. CEUR Workshop Proceedings, vol. 639. CEUR-WS.org 2010

Zurück zum Zitat Gray, J., Liu, D.T., Nieto-Santisteban, M.A., Szalay, A.S., DeWitt, D.J., Heber, G.: Scientific data management in the coming decade. SIGMOD Rec. 34(4), 34–41 (2005)CrossRef Gray, J., Liu, D.T., Nieto-Santisteban, M.A., Szalay, A.S., DeWitt, D.J., Heber, G.: Scientific data management in the coming decade. SIGMOD Rec. 34(4), 34–41 (2005)CrossRef

Zurück zum Zitat Greco, G., Guzzo, A., Pontieri, L.: Discovering expressive process models by clustering log traces. IEEE Trans. Knowl. Data Eng. 18(8), 1010–1027 (2006)CrossRef Greco, G., Guzzo, A., Pontieri, L.: Discovering expressive process models by clustering log traces. IEEE Trans. Knowl. Data Eng. 18(8), 1010–1027 (2006)CrossRef

Zurück zum Zitat Grigori, D., Casati, F., Dayal, U., Shan, M.-C.: Improving business process quality through exception understanding, prediction, and prevention. In: Proceedings of 27th International Conference on Very Large Data Bases, VLDB 2001, 11–14 September 2001, Roma, pp. 159–168 (2001) Grigori, D., Casati, F., Dayal, U., Shan, M.-C.: Improving business process quality through exception understanding, prediction, and prevention. In: Proceedings of 27th International Conference on Very Large Data Bases, VLDB 2001, 11–14 September 2001, Roma, pp. 159–168 (2001)

Zurück zum Zitat Grigori, D., Casati, F., Castellanos, M., Dayal, U., Sayal, M., Shan, M.-C.: Business process intelligence. Comput. Ind. 53(3), 321–343 (2004)CrossRef Grigori, D., Casati, F., Castellanos, M., Dayal, U., Sayal, M., Shan, M.-C.: Business process intelligence. Comput. Ind. 53(3), 321–343 (2004)CrossRef

Zurück zum Zitat Guo, L., Shao, F., Botev, C., Shanmugasundaram, J.: XRANK: Ranked keyword search over XML documents. In: Special Interest Group on Management of Data Conference, San Diego, pp. 16–27 (2003) Guo, L., Shao, F., Botev, C., Shanmugasundaram, J.: XRANK: Ranked keyword search over XML documents. In: Special Interest Group on Management of Data Conference, San Diego, pp. 16–27 (2003)

Zurück zum Zitat Hacigümüs, H., Mehrotra, S., Iyer, B.R.: Providing database as a service. In: International Conference on Data Engineering, San Jose, pp. 29–38 (2002) Hacigümüs, H., Mehrotra, S., Iyer, B.R.: Providing database as a service. In: International Conference on Data Engineering, San Jose, pp. 29–38 (2002)

Zurück zum Zitat Halevy, A.Y.: Answering queries using views: A survey. VLDB J. 10(4), 270–294 (2001)CrossRefMATH Halevy, A.Y.: Answering queries using views: A survey. VLDB J. 10(4), 270–294 (2001)CrossRefMATH

Zurück zum Zitat Halevy, A.Y., Ashish, N., Bitton, D., Carey, M., Draper, D., Pollock, J., Rosenthal, A., Sikka, V.: Enterprise information integration: Successes, challenges and controversies. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, 14–16 June 2005, pp. 778–787. ACM, New York (2005) [ISBN 1-59593-060-4] Halevy, A.Y., Ashish, N., Bitton, D., Carey, M., Draper, D., Pollock, J., Rosenthal, A., Sikka, V.: Enterprise information integration: Successes, challenges and controversies. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, Baltimore, 14–16 June 2005, pp. 778–787. ACM, New York (2005) [ISBN 1-59593-060-4]

Zurück zum Zitat Halevy, A.Y., Franklin, M.J., Maier, D.: Principles of dataspace systems. In: Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 26–28 June 2006, Chicago, pp. 1–9. ACM, New York (2006) [ISBN 1-59593-318-2] Halevy, A.Y., Franklin, M.J., Maier, D.: Principles of dataspace systems. In: Proceedings of the Twenty-Fifth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 26–28 June 2006, Chicago, pp. 1–9. ACM, New York (2006) [ISBN 1-59593-318-2]

Zurück zum Zitat Han, J., Pei, J., Dong, G., Wang, K.: Efficient computation of iceberg cubes with complex measures. In: Special Interest Group on Management of Data Conference, Santa Barbara, pp. 1–12 (2001) Han, J., Pei, J., Dong, G., Wang, K.: Efficient computation of iceberg cubes with complex measures. In: Special Interest Group on Management of Data Conference, Santa Barbara, pp. 1–12 (2001)

Zurück zum Zitat Han, J., Yan, X., Yu, P.S.: Scalable OLAP and mining of information networks. In: Proceedings of 12th International Conference on Extending Database Technology (EDBT 2009), Saint Petersburg, 24–26 March 2009. ACM International Conference Proceeding Series, vol. 360. ACM, New York (2009) [ISBN 978-1-60558-422-5] Han, J., Yan, X., Yu, P.S.: Scalable OLAP and mining of information networks. In: Proceedings of 12th International Conference on Extending Database Technology (EDBT 2009), Saint Petersburg, 24–26 March 2009. ACM International Conference Proceeding Series, vol. 360. ACM, New York (2009) [ISBN 978-1-60558-422-5]

Zurück zum Zitat Han, J., Sun, Y., Yan, X., Yu, P.S.: Mining knowledge from data: An information network analysis approach. In: International Conference on Data Engineering, Washington, DC (2012) Han, J., Sun, Y., Yan, X., Yu, P.S.: Mining knowledge from data: An information network analysis approach. In: International Conference on Data Engineering, Washington, DC (2012)

Zurück zum Zitat Hassanzadeh, O., Kementsietsidis, A., Lim, L., Miller, R.J., Wang, M.: A framework for semantic link discovery over relational data. In: Conference on Information and Knowledge Management, Hong Kong, pp. 1027–1036 (2009) Hassanzadeh, O., Kementsietsidis, A., Lim, L., Miller, R.J., Wang, M.: A framework for semantic link discovery over relational data. In: Conference on Information and Knowledge Management, Hong Kong, pp. 1027–1036 (2009)

Zurück zum Zitat Hassanzadeh, O., Duan, S., Fokoue, A., Kementsietsidis, A., Srinivas, K., Ward, M.J.: Helix: Online enterprise data analytics. In: World Wide Web (Companion Volume), Hyderabad, pp. 225–228 (2011) Hassanzadeh, O., Duan, S., Fokoue, A., Kementsietsidis, A., Srinivas, K., Ward, M.J.: Helix: Online enterprise data analytics. In: World Wide Web (Companion Volume), Hyderabad, pp. 225–228 (2011)

Zurück zum Zitat Hepp, M., Leymann, F., Domingue, J., Wahler, A., Fensel, D.: Semantic business process management: A vision towards using semantic web services for business process management. In: International Conference on e-Business Engineering, Beijing, pp. 535–540 (2005) Hepp, M., Leymann, F., Domingue, J., Wahler, A., Fensel, D.: Semantic business process management: A vision towards using semantic web services for business process management. In: International Conference on e-Business Engineering, Beijing, pp. 535–540 (2005)

Zurück zum Zitat Herbst, J.: A machine learning approach to workflow management. In: European Conference on Machine Learning, Barcelona, pp. 183–194 (2000) Herbst, J.: A machine learning approach to workflow management. In: European Conference on Machine Learning, Barcelona, pp. 183–194 (2000)

Zurück zum Zitat Holland, D.A., Braun, U., Maclean, D., Muniswamy-Reddy, K.K., Seltzer, M.: Choosing a data model and query language for provenance. In: Second International Provenance and Annotation Workshop, University of Utah, Salt Lake City, 17–18 June 2008 Holland, D.A., Braun, U., Maclean, D., Muniswamy-Reddy, K.K., Seltzer, M.: Choosing a data model and query language for provenance. In: Second International Provenance and Annotation Workshop, University of Utah, Salt Lake City, 17–18 June 2008

Zurück zum Zitat Hull, R.: Artifact-centric business process models: Brief survey of research results and challenges. In: OTM Conferences (2), Monterrey, pp. 1152–1163 (2008) Hull, R.: Artifact-centric business process models: Brief survey of research results and challenges. In: OTM Conferences (2), Monterrey, pp. 1152–1163 (2008)

Zurück zum Zitat Ives, Z.G., Khandelwal, N., Kapur, A., Cakir, M.: ORCHESTRA: Rapid, collaborative sharing of dynamic data. In: Conference on Innovative Data Systems Research, Asilomar, pp. 107–118 (2005) Ives, Z.G., Khandelwal, N., Kapur, A., Cakir, M.: ORCHESTRA: Rapid, collaborative sharing of dynamic data. In: Conference on Innovative Data Systems Research, Asilomar, pp. 107–118 (2005)

Zurück zum Zitat Kämpgen, B., Harth, A.: Transforming statistical linked data for use in OLAP systems. In: Proceedings of the 7th International Conference on Semantic Systems - I-SEMANTICS, Graz, pp. 33–40 (2011) Kämpgen, B., Harth, A.: Transforming statistical linked data for use in OLAP systems. In: Proceedings of the 7th International Conference on Semantic Systems - I-SEMANTICS, Graz, pp. 33–40 (2011)

Zurück zum Zitat Karger, D.R., Bakshi, K., Huynh, D., Quan, D., Sinha, V.: Haystack: A general-purpose information management tool for end users based on semistructured data. In: Conference on Innovative Data Systems Research, Asilomar, pp. 13–26 (2005) Karger, D.R., Bakshi, K., Huynh, D., Quan, D., Sinha, V.: Haystack: A general-purpose information management tool for end users based on semistructured data. In: Conference on Innovative Data Systems Research, Asilomar, pp. 13–26 (2005)

Zurück zum Zitat Karvounarakis, G., Ives, Z.G., Tannen, V.: Querying data provenance. In: Proceedings of the Special Interest Group on Management of Data. ACM, New York (2010)CrossRef Karvounarakis, G., Ives, Z.G., Tannen, V.: Querying data provenance. In: Proceedings of the Special Interest Group on Management of Data. ACM, New York (2010)CrossRef

Zurück zum Zitat Kephart, J.O., Chess, D.M.: The vision of autonomic computing. IEEE Comput. 36(1), 41–50 (2003)CrossRef Kephart, J.O., Chess, D.M.: The vision of autonomic computing. IEEE Comput. 36(1), 41–50 (2003)CrossRef

Zurück zum Zitat Kipgen, B., O’Riain, S., Harth, A.: Interacting with statistical linked data via OLAP operations. In: Proceedings of Interacting with Linked Data-Extended Semantic Web Conference, Heraklion (2012) Kipgen, B., O’Riain, S., Harth, A.: Interacting with statistical linked data via OLAP operations. In: Proceedings of Interacting with Linked Data-Extended Semantic Web Conference, Heraklion (2012)

Zurück zum Zitat Kohavi, R., Rothleder, N.J., Simoudis, E.: Emerging trends in business analytics. Commun. ACM 45(8), 45–48 (2002)CrossRef Kohavi, R., Rothleder, N.J., Simoudis, E.: Emerging trends in business analytics. Commun. ACM 45(8), 45–48 (2002)CrossRef

Zurück zum Zitat Koutsoukis, N.S., Mitra, G., Lucas, C.: Adapting on-line analytical processing for decision modelling: The interaction of information and decision technologies. Decis. Support Syst. 26(1), 1–30 (1999)CrossRef Koutsoukis, N.S., Mitra, G., Lucas, C.: Adapting on-line analytical processing for decision modelling: The interaction of information and decision technologies. Decis. Support Syst. 26(1), 1–30 (1999)CrossRef

Zurück zum Zitat Kurniawan, T.A., Ghose, A.K., Li, L.S., Dam, H.K.: On formalizing inter-process relationships. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 100, pp. 75–86. Springer, Berlin (2012) Kurniawan, T.A., Ghose, A.K., Li, L.S., Dam, H.K.: On formalizing inter-process relationships. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 100, pp. 75–86. Springer, Berlin (2012)

Zurück zum Zitat Levy, A.Y., Rajaraman, A., Ordille, J.J.: Querying heterogeneous information sources using source descriptions. In: Proceedings of 22th International Conference on Very Large Data Bases (VLDB), 3–6 September 1996, pp. 251–262. Morgan Kaufmann, Los Altos (1996) Levy, A.Y., Rajaraman, A., Ordille, J.J.: Querying heterogeneous information sources using source descriptions. In: Proceedings of 22th International Conference on Very Large Data Bases (VLDB), 3–6 September 1996, pp. 251–262. Morgan Kaufmann, Los Altos (1996)

Zurück zum Zitat Leymann, F., Roller, D.: Production Workflow: Concepts and Techniques. Prentice Hall PTR, Upper Saddle River (2000)MATH Leymann, F., Roller, D.: Production Workflow: Concepts and Techniques. Prentice Hall PTR, Upper Saddle River (2000)MATH

Zurück zum Zitat Lima, A.A.B., Mattoso, M., Valduriez, P.: Adaptive virtual partitioning for OLAP query processing in a database cluster. J. Inf. Data Manag. 1(1), 75–88 (2010) Lima, A.A.B., Mattoso, M., Valduriez, P.: Adaptive virtual partitioning for OLAP query processing in a database cluster. J. Inf. Data Manag. 1(1), 75–88 (2010)

Zurück zum Zitat Maamar, Z., Sakr, S., Barnawi, A., Beheshti, S.-M.-R.: A framework of enriching business processes life-cycle with tagging information. In: Databases Theory and Applications - Proceedings of the 26th Australasian Database Conference (ADC), Melbourne, 4–7 June 2015, pp. 309–313 (2015) Maamar, Z., Sakr, S., Barnawi, A., Beheshti, S.-M.-R.: A framework of enriching business processes life-cycle with tagging information. In: Databases Theory and Applications - Proceedings of the 26th Australasian Database Conference (ADC), Melbourne, 4–7 June 2015, pp. 309–313 (2015)

Zurück zum Zitat Mathiesen, P., Watson, J., Bandara, W., Rosemann, M.: Applying social technology to business process lifecycle management. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 99, pp. 231–241. Springer, New York (2012) Mathiesen, P., Watson, J., Bandara, W., Rosemann, M.: Applying social technology to business process lifecycle management. In: Business Process Management Workshops. Lecture Notes in Business Information Processing, vol. 99, pp. 231–241. Springer, New York (2012)

Zurück zum Zitat Mecca, G., Papotti, P., Raunich, S.: Core schema mappings: Scalable core computations in data exchange. Inf. Syst. 37(7), 677–711 (2012)CrossRef Mecca, G., Papotti, P., Raunich, S.: Core schema mappings: Scalable core computations in data exchange. Inf. Syst. 37(7), 677–711 (2012)CrossRef

Zurück zum Zitat Medeiros, A.K.A., van der Aalst, W.M.P., Weijters, A.J.M.M.: Quantifying process equivalence based on observed behavior. Data Knowl. Eng. 64(1), 55–74 (2008)CrossRef Medeiros, A.K.A., van der Aalst, W.M.P., Weijters, A.J.M.M.: Quantifying process equivalence based on observed behavior. Data Knowl. Eng. 64(1), 55–74 (2008)CrossRef

Zurück zum Zitat Medeiros, A.K.A.D., van der Aalst, W.M.P., Pedrinaci, C.: Semantic process mining tools: Core building blocks. In: The European Conference on Information Systems (ECIS), Galway, pp. 1953–1964 (2008) Medeiros, A.K.A.D., van der Aalst, W.M.P., Pedrinaci, C.: Semantic process mining tools: Core building blocks. In: The European Conference on Information Systems (ECIS), Galway, pp. 1953–1964 (2008)

Zurück zum Zitat Mitsa, T.: Temporal Data Mining, 1st edn. Chapman & Hall/CRC, London (2010)CrossRefMATH Mitsa, T.: Temporal Data Mining, 1st edn. Chapman & Hall/CRC, London (2010)CrossRefMATH

Zurück zum Zitat Momotko, M., Subieta, K.: Process query language: A way to make workflow processes more flexible. In: Proceesing of 8th East European Conference on Advances in Databases and Information Systems (ADBIS 2004), Budapest, 22–25 September 2004. Lecture Notes in Computer Science, vol. 3255. Springer, New York (2004) [ISBN 3-540-23243-5] Momotko, M., Subieta, K.: Process query language: A way to make workflow processes more flexible. In: Proceesing of 8th East European Conference on Advances in Databases and Information Systems (ADBIS 2004), Budapest, 22–25 September 2004. Lecture Notes in Computer Science, vol. 3255. Springer, New York (2004) [ISBN 3-540-23243-5]

Zurück zum Zitat Moreau, L.: Provenance-based reproducibility in the semantic Web. J. Web Semant. 9(2), 202–221 (2011)CrossRef Moreau, L.: Provenance-based reproducibility in the semantic Web. J. Web Semant. 9(2), 202–221 (2011)CrossRef

Zurück zum Zitat Moreau, L., Freire, J., Futrelle, J., Mcgrath, R.E., Myers, J., Paulson, P.: The open provenance model: An overview. In: International Provenance and Annotation Workshop (IPAW), pp. 323–326. Springer, New York (2008) Moreau, L., Freire, J., Futrelle, J., Mcgrath, R.E., Myers, J., Paulson, P.: The open provenance model: An overview. In: International Provenance and Annotation Workshop (IPAW), pp. 323–326. Springer, New York (2008)

Zurück zum Zitat Motahari-Nezhad, H.R., Benatallah, B., Saint-Paul, R., Casati, F., Andritsos, P.: Process spaceship: Discovering and exploring process views from event logs in data spaces. Proc. VLDB Endowment 1(2), 1412–1415 (2008)CrossRef Motahari-Nezhad, H.R., Benatallah, B., Saint-Paul, R., Casati, F., Andritsos, P.: Process spaceship: Discovering and exploring process views from event logs in data spaces. Proc. VLDB Endowment 1(2), 1412–1415 (2008)CrossRef

Zurück zum Zitat Motahari-Nezhad, H.R., Saint-Paul, R., Casati, F., Benatallah, B.: Event correlation for process discovery from web service interaction logs. VLDB J. 20(3), 417–444 (2011)CrossRef Motahari-Nezhad, H.R., Saint-Paul, R., Casati, F., Benatallah, B.: Event correlation for process discovery from web service interaction logs. VLDB J. 20(3), 417–444 (2011)CrossRef

Zurück zum Zitat Muñoz-Gama, J., Carmona, J.: Enhancing precision in process conformance: Stability, confidence and severity. In: Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011). Part of the IEEE Symposium Series on Computational Intelligence 2011, 11–15 April 2011, Paris, pp. 184–191. IEEE, New York (2011) [ISBN 978-1-4244-9925-0] Muñoz-Gama, J., Carmona, J.: Enhancing precision in process conformance: Stability, confidence and severity. In: Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2011). Part of the IEEE Symposium Series on Computational Intelligence 2011, 11–15 April 2011, Paris, pp. 184–191. IEEE, New York (2011) [ISBN 978-1-4244-9925-0]

Zurück zum Zitat Murata, T.: Petri nets: Properties, analysis and applications. Proc. IEEE 77(4), 541–580 (1989). NewsletterInfo: 33Published as Proc. IEEE, New York 77(4) Murata, T.: Petri nets: Properties, analysis and applications. Proc. IEEE 77(4), 541–580 (1989). NewsletterInfo: 33Published as Proc. IEEE, New York 77(4)

Zurück zum Zitat Nigam, A., Caswell, N.S.: Business artifacts: An approach to operational specification. IBM Syst. J. 42(3), 428–445 (2003)CrossRef Nigam, A., Caswell, N.S.: Business artifacts: An approach to operational specification. IBM Syst. J. 42(3), 428–445 (2003)CrossRef

Zurück zum Zitat Oracle: Exploiting the power of Oracle using Microsoft Excel. http://www.oracle.com/technology/products/bi/pdf/BI_Spreadsheet_Addin_WP.pdf (2004) Oracle: Exploiting the power of Oracle using Microsoft Excel. http://​www.​oracle.​com/​technology/​products/​bi/​pdf/​BI_​Spreadsheet_​Addin_​WP.​pdf (2004)

Zurück zum Zitat Qu, Q., Zhu, F., Yan, X., Han, J., Yu, P.S., Li, H.: Efficient topological OLAP on information networks. In: Proceedings of the Database Systems for Advanced Applications - 16th International Conference (DASFAA 2011), Part I, Hong Kong, 22–25 April 2011. Lecture Notes in Computer Science, vol. 6587. Springer, Berlin (2011) [ISBN 978-3-642-20148-6] Qu, Q., Zhu, F., Yan, X., Han, J., Yu, P.S., Li, H.: Efficient topological OLAP on information networks. In: Proceedings of the Database Systems for Advanced Applications - 16th International Conference (DASFAA 2011), Part I, Hong Kong, 22–25 April 2011. Lecture Notes in Computer Science, vol. 6587. Springer, Berlin (2011) [ISBN 978-3-642-20148-6]

Zurück zum Zitat Resende, L.: Handling heterogeneous data sources in a SOA environment with service data objects (SDO). In: Special Interest Group on Management of Data Conference, Beijing, pp. 895–897 (2007) Resende, L.: Handling heterogeneous data sources in a SOA environment with service data objects (SDO). In: Special Interest Group on Management of Data Conference, Beijing, pp. 895–897 (2007)

Zurück zum Zitat Romero, O., Abelló, A.: A survey of multidimensional modeling methodologies. Int. J. Data Warehouse. Min. 5(2), 1–23 (2009)CrossRef Romero, O., Abelló, A.: A survey of multidimensional modeling methodologies. Int. J. Data Warehouse. Min. 5(2), 1–23 (2009)CrossRef

Zurück zum Zitat Rozinat, A., van der Aalst, W.M.P.: Conformance checking of processes based on monitoring real behavior. Inf. Syst. 33(1), 64–95 (2008)CrossRef Rozinat, A., van der Aalst, W.M.P.: Conformance checking of processes based on monitoring real behavior. Inf. Syst. 33(1), 64–95 (2008)CrossRef

Zurück zum Zitat Rozsnyai, S., Slominski, A., Lakshmanan, G.T.: Automated correlation discovery for semi-structured business processes. In: International Conference on Data Engineering Workshops, Hannover, pp. 261–266 (2011) Rozsnyai, S., Slominski, A., Lakshmanan, G.T.: Automated correlation discovery for semi-structured business processes. In: International Conference on Data Engineering Workshops, Hannover, pp. 261–266 (2011)

Zurück zum Zitat SAP AG: SAP Business Intelligence. http://www.sap.com/platform/netweaver/pdf/BWP_BI_Overview.pdf (2005) SAP AG: SAP Business Intelligence. http://​www.​sap.​com/​platform/​netweaver/​pdf/​BWP_​BI_​Overview.​pdf (2005)

Zurück zum Zitat Sarma, A.D., Dong, X.L., Halevy, A.Y.: Data modeling in dataspace support platforms. In: Conceptual Modeling: Foundations and Applications, pp. 122–138. Springer, Heidelberg (2009) Sarma, A.D., Dong, X.L., Halevy, A.Y.: Data modeling in dataspace support platforms. In: Conceptual Modeling: Foundations and Applications, pp. 122–138. Springer, Heidelberg (2009)

Zurück zum Zitat Simmhan, Y., Plale, B., Gannon, D.: A survey of data provenance in e-science. SIGMOD Rec. 34(3), 31–36 (2005)CrossRef Simmhan, Y., Plale, B., Gannon, D.: A survey of data provenance in e-science. SIGMOD Rec. 34(3), 31–36 (2005)CrossRef

Zurück zum Zitat Stonebraker, M.: SQL databases v. NoSQL databases. Commun. ACM 53(4), 10–11 (2010)CrossRef Stonebraker, M.: SQL databases v. NoSQL databases. Commun. ACM 53(4), 10–11 (2010)CrossRef

Zurück zum Zitat Subramanian, S., Thiran, P., Narendra, N.C., Mostéfaoui, G.K., Maamar, Z.: On the enhancement of BPEL engines for self-healing composite Web services. In: Proceedings of the 2008 International Symposium on Applications and the Internet (SAINT 2008), Turku, 28 July–1 August 2008, pp. 33–39. IEEE Computer Society, Los Alamitos (2008) [ISBN 978-0-7695-3297-4] Subramanian, S., Thiran, P., Narendra, N.C., Mostéfaoui, G.K., Maamar, Z.: On the enhancement of BPEL engines for self-healing composite Web services. In: Proceedings of the 2008 International Symposium on Applications and the Internet (SAINT 2008), Turku, 28 July–1 August 2008, pp. 33–39. IEEE Computer Society, Los Alamitos (2008) [ISBN 978-0-7695-3297-4]

Zurück zum Zitat Swenson, K.D., Palmer, N., Silver, B.: Taming the Unpredictable Real World Adaptive Case Management: Case Studies and Practical Guidance. Future Strategies Inc., Lighthouse Point (2011) Swenson, K.D., Palmer, N., Silver, B.: Taming the Unpredictable Real World Adaptive Case Management: Case Studies and Practical Guidance. Future Strategies Inc., Lighthouse Point (2011)

Zurück zum Zitat Thomsen, E.: OLAP Solutions: Building Multidimensional Information Systems, 2nd edn. Wiley, New York (2002) Thomsen, E.: OLAP Solutions: Building Multidimensional Information Systems, 2nd edn. Wiley, New York (2002)

Zurück zum Zitat Truong, H.L., Dustdar, S.: On analyzing and specifying concerns for data as a service. In: Asia-Pacific Services Computing Conference (APSCC), Singapore, pp. 87–94 (2009) Truong, H.L., Dustdar, S.: On analyzing and specifying concerns for data as a service. In: Asia-Pacific Services Computing Conference (APSCC), Singapore, pp. 87–94 (2009)

Zurück zum Zitat van der Aalst, W.M.P., van Hee, K.M.: Workflow Management: Models, Methods, and Systems. MIT, Cambridge (2002) van der Aalst, W.M.P., van Hee, K.M.: Workflow Management: Models, Methods, and Systems. MIT, Cambridge (2002)

Zurück zum Zitat Wang, L., Ranjan, R., Chen, J., Benatallah, B.: Cloud Computing: Methodology, Systems, and Applications. CRC Press, Taylor and Francis Group (2012). https://www.crcpress.com/Cloud-Computing-Methodology-Systems-and-Applications/Wang-Ranjan-Chen-Benatallah/9781439856413 Wang, L., Ranjan, R., Chen, J., Benatallah, B.: Cloud Computing: Methodology, Systems, and Applications. CRC Press, Taylor and Francis Group (2012). https://​www.​crcpress.​com/​Cloud-Computing-Methodology-Systems-and-Applications/​Wang-Ranjan-Chen-Benatallah/​9781439856413

Zurück zum Zitat Widom, J.: Trio: A system for integrated management of data, accuracy, and lineage. In: Conference on Innovative Data Systems Research (CIDR), Asilomar, pp. 262–276 (2005) Widom, J.: Trio: A system for integrated management of data, accuracy, and lineage. In: Conference on Innovative Data Systems Research (CIDR), Asilomar, pp. 262–276 (2005)

Zurück zum Zitat Yuan, Y., Lin, X., Liu, Q., Wang, W., Yu, J.X., Zhang, Q.: Efficient computation of the skyline cube. In: Proceeding of the Very Large Data Bases, Trondheim, pp. 241–252 (2005) Yuan, Y., Lin, X., Liu, Q., Wang, W., Yu, J.X., Zhang, Q.: Efficient computation of the skyline cube. In: Proceeding of the Very Large Data Bases, Trondheim, pp. 241–252 (2005)

Zurück zum Zitat Zikopoulos, P., Eaton, C.: Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data, 1st edn. McGraw-Hill Education, New York (2011) Zikopoulos, P., Eaton, C.: Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data, 1st edn. McGraw-Hill Education, New York (2011)