Skip to main content
Erschienen in: Business & Information Systems Engineering 5/2019

14.02.2019 | Research Paper

The New Era of Business Intelligence Applications: Building from a Collaborative Point of View

verfasst von: Miguel A. Teruel, Alejandro Maté, Elena Navarro, Pascual González, Juan C. Trujillo

Erschienen in: Business & Information Systems Engineering | Ausgabe 5/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Collaborative business intelligence (BI) is widely embraced by enterprises as a way of making the most of their business processes. However, decision makers usually work in isolation without the knowledge or the time needed to obtain and analyze all the available information for making decisions. Unfortunately, collaborative BI is currently based on exchanging e-mails and documents between participants. As a result, information may be lost, participants may become disoriented, and the decision-making task may not yield the needed results. The authors propose a modeling language aimed at modeling and eliciting the goals and information needs of participants of collaborative BI systems. This approach is based on innovative methods to elicit and model collaborative systems and BI requirements. A controlled experiment was performed to validate this language, assessing its understandability, scalability, efficiency, and user satisfaction by analyzing two collaborative BI systems. By using the framework proposed in this work, clear guideless can be provided regarding: (1) collaborative tasks, (2) their participants, and (3) the information to be shared among them. By using the approach to design collaborative BI systems, practitioners may easily trace every element needed in the decision processes, avoiding the loss of information and facilitating the collaboration of the stakeholders of such processes.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Weitere Produktempfehlungen anzeigen
Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Asur S, Huberman BA (2010) Predicting the future with social media. In: 2010 IEEE/WIC/ACM international conference on web intelligence and intelligent agent technology. IEEE, Toronto, pp 492–499 Asur S, Huberman BA (2010) Predicting the future with social media. In: 2010 IEEE/WIC/ACM international conference on web intelligence and intelligent agent technology. IEEE, Toronto, pp 492–499
Zurück zum Zitat Basili VR, Caldiera G, Rombach HD (1994) The goal question metric approach. In: Marciniak J (ed) Encyclopedia of software engineering. Wiley, New York, pp 528–532 Basili VR, Caldiera G, Rombach HD (1994) The goal question metric approach. In: Marciniak J (ed) Encyclopedia of software engineering. Wiley, New York, pp 528–532
Zurück zum Zitat Berthold H, Rösch P, Zöller S et al (2010) An architecture for ad-hoc and collaborative business intelligence. In: 1st International workshop on data semantics (DataSem’10). ACM Press, Lausanne, pp 13:1–13:6 Berthold H, Rösch P, Zöller S et al (2010) An architecture for ad-hoc and collaborative business intelligence. In: 1st International workshop on data semantics (DataSem’10). ACM Press, Lausanne, pp 13:1–13:6
Zurück zum Zitat Dayal U, Vennelakanti R, Sharma R et al (2008) Collaborative business intelligence: enabling collaborative decision making in enterprises. In: Meersman R, Tari Z (eds) On the move to meaningful internet systems: OTM 2008. Springer, Berlin, pp 8–25CrossRef Dayal U, Vennelakanti R, Sharma R et al (2008) Collaborative business intelligence: enabling collaborative decision making in enterprises. In: Meersman R, Tari Z (eds) On the move to meaningful internet systems: OTM 2008. Springer, Berlin, pp 8–25CrossRef
Zurück zum Zitat de Moor A (1999) Empowering communities: a method for the legitimate user-driven specification of network information systems. Tilburg University, Tilburg de Moor A (1999) Empowering communities: a method for the legitimate user-driven specification of network information systems. Tilburg University, Tilburg
Zurück zum Zitat Devlin B (2012) Collaborative business intelligence: socializing team-based decision making. Bus Intell J 17:9–17 Devlin B (2012) Collaborative business intelligence: socializing team-based decision making. Bus Intell J 17:9–17
Zurück zum Zitat Embley DW, Liddle SW (2013) Big data – conceptual modeling to the rescue. In: Ng W, Storey VC, Trujillo JC (eds) ER 2013: conceptual modeling. Springer, Berlin, pp 1–8 Embley DW, Liddle SW (2013) Big data – conceptual modeling to the rescue. In: Ng W, Storey VC, Trujillo JC (eds) ER 2013: conceptual modeling. Springer, Berlin, pp 1–8
Zurück zum Zitat Giorgini P, Mylopoulos J, Nicchiarelli E, Sebastiani R (2003) Formal reasoning techniques for goal models. J Data Semant I 2800(2003):1–20 Giorgini P, Mylopoulos J, Nicchiarelli E, Sebastiani R (2003) Formal reasoning techniques for goal models. J Data Semant I 2800(2003):1–20
Zurück zum Zitat Giorgini P, Mylopoulos J, Sebastiani R (2005) Goal-oriented requirements analysis and reasoning in the tropos methodology. Eng Appl Artif Intell 18:159–171CrossRef Giorgini P, Mylopoulos J, Sebastiani R (2005) Goal-oriented requirements analysis and reasoning in the tropos methodology. Eng Appl Artif Intell 18:159–171CrossRef
Zurück zum Zitat Golfarelli M, Mandreoli F, Penzo W et al (2012) BIN: business intelligence networks. In: Zorrilla ME, Mazón J-N, Ferrández Ó et al (eds) Business intelligence applications and the web: models, systems and technologies. IGI Global, Hershey, pp 244–265CrossRef Golfarelli M, Mandreoli F, Penzo W et al (2012) BIN: business intelligence networks. In: Zorrilla ME, Mazón J-N, Ferrández Ó et al (eds) Business intelligence applications and the web: models, systems and technologies. IGI Global, Hershey, pp 244–265CrossRef
Zurück zum Zitat Horkoff J, Yu E (2010) Finding solutions in goal models: an interactive backward reasoning approach. In: International conference on conceptual modeling. Springer, Aachen, Germany, pp 59–75 Horkoff J, Yu E (2010) Finding solutions in goal models: an interactive backward reasoning approach. In: International conference on conceptual modeling. Springer, Aachen, Germany, pp 59–75
Zurück zum Zitat Kaufmann J, Chamoni P (2014) Structuring collaborative business intelligence: a literature review. In: 2014 47th Hawaii international conference on system sciences. IEEE, Waikoloa, pp 3738–3747 Kaufmann J, Chamoni P (2014) Structuring collaborative business intelligence: a literature review. In: 2014 47th Hawaii international conference on system sciences. IEEE, Waikoloa, pp 3738–3747
Zurück zum Zitat Kelly J, Jones P, Barta F et al (2004) Successful transport decision-making: a project management and stakeholder engagement handbook. European Commission, Brussels Kelly J, Jones P, Barta F et al (2004) Successful transport decision-making: a project management and stakeholder engagement handbook. European Commission, Brussels
Zurück zum Zitat Limbourg Q, Vanderdonckt J, Michotte B et al (2004) USIXML: a language supporting multi-path development of user interfaces. In: Bastide R, Palanque P, Roth J (eds) Engineering human computer interaction and interactive systems. Springer, Berlin, pp 200–220 Limbourg Q, Vanderdonckt J, Michotte B et al (2004) USIXML: a language supporting multi-path development of user interfaces. In: Bastide R, Palanque P, Roth J (eds) Engineering human computer interaction and interactive systems. Springer, Berlin, pp 200–220
Zurück zum Zitat Lindman J, Rossi M, Tuunainen VK (2013) Open data services: research agenda. In: 2013 46th Hawaii international conference on system sciences. IEEE, Wailea, pp 1239–1246 Lindman J, Rossi M, Tuunainen VK (2013) Open data services: research agenda. In: 2013 46th Hawaii international conference on system sciences. IEEE, Wailea, pp 1239–1246
Zurück zum Zitat Liu L, Daniels H (2012) Towards a value model for collaborative, business intelligence-supported risk assessment. In: 6th International workshop on value modeling and business ontology (VMBO’12). Vienna, pp 1–5 Liu L, Daniels H (2012) Towards a value model for collaborative, business intelligence-supported risk assessment. In: 6th International workshop on value modeling and business ontology (VMBO’12). Vienna, pp 1–5
Zurück zum Zitat Maté A, Trujillo J, Franch X (2011) A modularization proposal for goal-oriented: analysis of data warehouses using I-star. In: 30th International conference on conceptual modeling (ER’11), pp 421–428 Maté A, Trujillo J, Franch X (2011) A modularization proposal for goal-oriented: analysis of data warehouses using I-star. In: 30th International conference on conceptual modeling (ER’11), pp 421–428
Zurück zum Zitat Mazón J-N, Pardillo J, Trujillo J (2007) A model-driven goal-oriented requirement engineering approach for data warehouses. In: Hainaut J-L, Rundensteiner EA, Kirchberg M et al (eds) Advances in conceptual modeling - foundations and applications. Springer, Berlin, pp 255–264CrossRef Mazón J-N, Pardillo J, Trujillo J (2007) A model-driven goal-oriented requirement engineering approach for data warehouses. In: Hainaut J-L, Rundensteiner EA, Kirchberg M et al (eds) Advances in conceptual modeling - foundations and applications. Springer, Berlin, pp 255–264CrossRef
Zurück zum Zitat Mettler T, Raber D (2011) Developing a collaborative business intelligence system for improving delivery reliability in business networks. In: 2011 17th International conference on concurrent enterprising, Aachen, pp 1–7 Mettler T, Raber D (2011) Developing a collaborative business intelligence system for improving delivery reliability in business networks. In: 2011 17th International conference on concurrent enterprising, Aachen, pp 1–7
Zurück zum Zitat Oh O, Agrawal M, Rao HR (2013) Community intelligence and social media services: a rumor theoretic analysis of tweets during social crises. MIS Q 37:407–426CrossRef Oh O, Agrawal M, Rao HR (2013) Community intelligence and social media services: a rumor theoretic analysis of tweets during social crises. MIS Q 37:407–426CrossRef
Zurück zum Zitat Pohl K (2010) Requirements engineering: fundamentals, principles, and techniques. Springer, BerlinCrossRef Pohl K (2010) Requirements engineering: fundamentals, principles, and techniques. Springer, BerlinCrossRef
Zurück zum Zitat Pressman RS (2009) Software engineering: a practitioners approach, 7th edn. McGraw-Hill Science/Engineering/Math, New York Pressman RS (2009) Software engineering: a practitioners approach, 7th edn. McGraw-Hill Science/Engineering/Math, New York
Zurück zum Zitat Rizzi S (2012) Collaborative business intelligence. In: Aufaure M-A, Zimányi E (eds) Business intelligence. Springer, Berlin, pp 186–205CrossRef Rizzi S (2012) Collaborative business intelligence. In: Aufaure M-A, Zimányi E (eds) Business intelligence. Springer, Berlin, pp 186–205CrossRef
Zurück zum Zitat Teruel MA, Navarro E, López-Jaquero V et al (2011a) CSRML: a goal-oriented approach to model requirements for collaborative systems. In: Jeusfeld M, Delcambre L, Ling T-W (eds) Conceptual modeling – ER 2011. Springer, Berlin, pp 33–46CrossRef Teruel MA, Navarro E, López-Jaquero V et al (2011a) CSRML: a goal-oriented approach to model requirements for collaborative systems. In: Jeusfeld M, Delcambre L, Ling T-W (eds) Conceptual modeling – ER 2011. Springer, Berlin, pp 33–46CrossRef
Zurück zum Zitat Teruel MA, Navarro E, López-Jaquero V et al (2011b) A comparative of goal-oriented approaches to modelling requirements for collaborative systems. In: 6th International conference on evaluation of novel software approaches to software engineering (ENASE’11). SciTePress, Beijing, pp 131–142 Teruel MA, Navarro E, López-Jaquero V et al (2011b) A comparative of goal-oriented approaches to modelling requirements for collaborative systems. In: 6th International conference on evaluation of novel software approaches to software engineering (ENASE’11). SciTePress, Beijing, pp 131–142
Zurück zum Zitat Teruel MA, Maté A, Navarro E et al (2018) The new era of business intelligence applications: building from a collaborative point of view – experimental material. Technical report no. DIAB-18-04-2. Computing systems department, University of Castilla–La Mancha Teruel MA, Maté A, Navarro E et al (2018) The new era of business intelligence applications: building from a collaborative point of view – experimental material. Technical report no. DIAB-18-04-2. Computing systems department, University of Castilla–La Mancha
Zurück zum Zitat Winer BJ, Brown DR, Michels KM (1991) Statistical principles in experimental design, 3rd edn. McGraw-Hill Humanities/Social Sciences/Languages, New York Winer BJ, Brown DR, Michels KM (1991) Statistical principles in experimental design, 3rd edn. McGraw-Hill Humanities/Social Sciences/Languages, New York
Zurück zum Zitat Wohlin C, Runeson P, Höst M et al (2012) Experimentation in software engineering. Springer, BerlinCrossRef Wohlin C, Runeson P, Höst M et al (2012) Experimentation in software engineering. Springer, BerlinCrossRef
Zurück zum Zitat Yu ESK (1997) Towards modelling and reasoning support for early-phase requirements engineering. In: 3rd IEEE international symposium on requirements engineering (ISRE’97). IEEE Computer Society Press, Annapolis, pp 226–235 Yu ESK (1997) Towards modelling and reasoning support for early-phase requirements engineering. In: 3rd IEEE international symposium on requirements engineering (ISRE’97). IEEE Computer Society Press, Annapolis, pp 226–235
Zurück zum Zitat Zikopoulos PC, Eaton C, de Roos D et al (2011) Understanding big data: analytics for enterprise class hadoop and streaming data. McGraw-Hill Osborne, New York Zikopoulos PC, Eaton C, de Roos D et al (2011) Understanding big data: analytics for enterprise class hadoop and streaming data. McGraw-Hill Osborne, New York
Metadaten
Titel
The New Era of Business Intelligence Applications: Building from a Collaborative Point of View
verfasst von
Miguel A. Teruel
Alejandro Maté
Elena Navarro
Pascual González
Juan C. Trujillo
Publikationsdatum
14.02.2019
Verlag
Springer Fachmedien Wiesbaden
Erschienen in
Business & Information Systems Engineering / Ausgabe 5/2019
Print ISSN: 2363-7005
Elektronische ISSN: 1867-0202
DOI
https://doi.org/10.1007/s12599-019-00578-3

Weitere Artikel der Ausgabe 5/2019

Business & Information Systems Engineering 5/2019 Zur Ausgabe