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2017 | OriginalPaper | Buchkapitel

8. Distributed and Connected Information in the Internet

verfasst von : Jürgen Vogel

Erschienen in: Understanding Information

Verlag: Springer International Publishing

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Abstract

The Internet has established itself as the universal data and information infrastructure. It is used not only for providing and retrieving data in a diverse range of application domains involving human and machine actors, but also as a distributed processing platform. We investigate Internet data and information with a number of technological questions in mind: In which format should data be represented? Where and how should it be stored? How can data be managed? How can the data relevant to a specific need be found in the vast space of the Internet? How can it be accessed by human and machine users, and how can it be processed into information? We cover the Web including the processing of textual, user-generated and Linked Data, as well as the Internet as a processing platform with data exchange between services and for handling Big Data.

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Fußnoten
1
Google. https://​www.​google.​com/​. Accessed: 2016-09-12.
 
2
Facebook. https://​www.​facebook.​com/​. Accessed: 2016-09-12.
 
3
Amazon. https://​www.​amazon.​com/​. Accessed: 2016-09-12.
 
4
Please note that we follow the widely used distinction between data and information, where information is structured and interpreted data (Manning et al. 2008).
 
5
In a very strict sense unstructured data should rather be called semi-structured because some structure is inevitably present, e.g., natural language text follows the language’s inherent grammatical rules (Manning et al. 2008).
 
6
CERN. https://​home.​cern/​. Accessed: 2016-09-12.
 
7
W3C. https://​www.​w3.​org/​. Accessed: 2016-09-12.
 
8
Apache Tomcat. http://​tomcat.​apache.​org/​. Accessed: 2016-09-12.
 
9
Bing. https://​www.​bing.​com/​. Accessed: 2016-09-12.
 
10
Wikipedia. https://​en.​wikipedia.​org/​. Accessed: 2016-09-12.
 
11
Text REtrieval Conference (TREC). http://​trec.​nist.​gov/​. Accessed: 2016-09-12.
 
12
WordPress. https://​wordpress.​com/​. Accessed: 2016-09-12.
 
13
IMDb. http://​www.​imdb.​com/​. Accessed: 2016-09-12.
 
14
Stack Overflow. http://​stackoverflow.​com/​. Accessed: 2016-09-12.
 
15
Twitter. https://​twitter.​com/​. Accessed: 2016-09-12.
 
16
Google Translate. https://​translate.​google.​com/​. Accessed: 2016-09-12.
 
17
WolframAlpha. https://​www.​wolframalpha.​com/​. Accessed: 2016-09-12.
 
20
Hadoop. https://​hadoop.​apache.​org/​. Accessed: 2016-09-12.
 
21
Spark. http://​spark.​apache.​org/​. Accessed: 2016-09-12.
 
22
Open Data, USA. https://​www.​data.​gov/​. Accessed: 2016-09-12.
 
23
Open Data, EU. http://​open-data.​europa.​eu. Accessed: 2016-09-12.
 
24
Open Data, UK. https://​data.​gov.​uk. Accessed: 2016-09-12.
 
25
Open Data, Switzerland. https://​opendata.​swiss/​. Accessed: 2016-09-12.
 
27
Protege Editor. http://​protege.​stanford.​edu. Accessed: 2016-09-12.
 
Literatur
Zurück zum Zitat Agichtein E, Castillo C, Donato D, Gionis A, Mishne G (2008) Finding high-quality content in social media. In: Proceedings of the 2008 International conference on web search and data mining (WSDM’08). ACM, New York, pp 183–194 Agichtein E, Castillo C, Donato D, Gionis A, Mishne G (2008) Finding high-quality content in social media. In: Proceedings of the 2008 International conference on web search and data mining (WSDM’08). ACM, New York, pp 183–194
Zurück zum Zitat Armstrong A, Hagel J (2000) The real value of online communities. Knowl Commun 74(3):85–95CrossRef Armstrong A, Hagel J (2000) The real value of online communities. Knowl Commun 74(3):85–95CrossRef
Zurück zum Zitat Auer S, Bühmann L, Dirschl C, Erling O, Hausenblas M, Isele R, Lehmann J, Martin M, Mendes PN, van Nuffelen B (2012) Managing the life-cycle of linked data with the LOD2 stack. In: Proceedings of the 11th International semantic web conference. Springer, Berlin, pp 1–16 Auer S, Bühmann L, Dirschl C, Erling O, Hausenblas M, Isele R, Lehmann J, Martin M, Mendes PN, van Nuffelen B (2012) Managing the life-cycle of linked data with the LOD2 stack. In: Proceedings of the 11th International semantic web conference. Springer, Berlin, pp 1–16
Zurück zum Zitat Baeza-Yates R, Hurtado C, Mendoza M (2004) Query recommendation using query logs in search engines. In: Lindner W, Mesiti M, Türker C, Tzitzikas Y, Vakali AI (eds) Current trends in database technology–EDBT 2004 workshops. Springer, Berlin/Heidelberg, pp 588–596CrossRef Baeza-Yates R, Hurtado C, Mendoza M (2004) Query recommendation using query logs in search engines. In: Lindner W, Mesiti M, Türker C, Tzitzikas Y, Vakali AI (eds) Current trends in database technology–EDBT 2004 workshops. Springer, Berlin/Heidelberg, pp 588–596CrossRef
Zurück zum Zitat Barrett DJ (2008) MediaWiki (Wikipedia and Beyond). O’Reilly Media, Farnham Barrett DJ (2008) MediaWiki (Wikipedia and Beyond). O’Reilly Media, Farnham
Zurück zum Zitat Bauer F, Kaltenböck M (2011) Linked open data: the essentials. Edition mono/monochrom, Vienna Bauer F, Kaltenböck M (2011) Linked open data: the essentials. Edition mono/monochrom, Vienna
Zurück zum Zitat Berners-Lee T, Hendler J, Lassila O (2001) The semantic Web. Sci Am 284(5):28–37CrossRef Berners-Lee T, Hendler J, Lassila O (2001) The semantic Web. Sci Am 284(5):28–37CrossRef
Zurück zum Zitat Berners-Lee T, Chen Y, Chilton L, Connolly D, Dhanaraj R, Hollenbach J, Lerer A, Sheets D (2006) Tabulator: exploring and analyzing linked data on the semantic Web. In: Proceedings of the 3rd International semantic web user interaction workshop, Athens, p 159 Berners-Lee T, Chen Y, Chilton L, Connolly D, Dhanaraj R, Hollenbach J, Lerer A, Sheets D (2006) Tabulator: exploring and analyzing linked data on the semantic Web. In: Proceedings of the 3rd International semantic web user interaction workshop, Athens, p 159
Zurück zum Zitat Bing L (2015) Sentiment analysis: mining opinions, sentiments, and emotions. Cambridge University Press, Cambridge Bing L (2015) Sentiment analysis: mining opinions, sentiments, and emotions. Cambridge University Press, Cambridge
Zurück zum Zitat Bobadilla J, Ortega F, Hernando A, Gutiérrez A (2013) Recommender systems survey. Knowl Bas Syst 46:109–132CrossRef Bobadilla J, Ortega F, Hernando A, Gutiérrez A (2013) Recommender systems survey. Knowl Bas Syst 46:109–132CrossRef
Zurück zum Zitat Bojar O, Buck C, Federmann C, Haddow B, Koehn P, (8 additional authors not shown) (2014) Findings of the 2014 workshop on statistical machine translation. In: Proceedings of the 9th workshop on statistical machine translation. Association for Computational Linguistics, Baltimore, pp 12–58 Bojar O, Buck C, Federmann C, Haddow B, Koehn P, (8 additional authors not shown) (2014) Findings of the 2014 workshop on statistical machine translation. In: Proceedings of the 9th workshop on statistical machine translation. Association for Computational Linguistics, Baltimore, pp 12–58
Zurück zum Zitat Bonchi F, Castillo C, Gionis A, Jaimes A (2011) Social network analysis and mining for business applications. ACM Trans Intell Syst Tech 2(3):22:1–22:37 Bonchi F, Castillo C, Gionis A, Jaimes A (2011) Social network analysis and mining for business applications. ACM Trans Intell Syst Tech 2(3):22:1–22:37
Zurück zum Zitat Bruza PD, Dennis S (1997) Query reformulation on the Internet: empirical data and the hyperindex search engine. In: Proceeding of computer-assisted information searching on Internet (RIAO’97). Le Centre De Hautes Etudes Internationale D’Informatique Documentaire, pp 488–499 Bruza PD, Dennis S (1997) Query reformulation on the Internet: empirical data and the hyperindex search engine. In: Proceeding of computer-assisted information searching on Internet (RIAO’97). Le Centre De Hautes Etudes Internationale D’Informatique Documentaire, pp 488–499
Zurück zum Zitat Brynjolfsson E, Hu YJ, Smith MD (2006) From niches to riches: anatomy of the long tail. Sloan Manag Rev 47(4):67–71 Brynjolfsson E, Hu YJ, Smith MD (2006) From niches to riches: anatomy of the long tail. Sloan Manag Rev 47(4):67–71
Zurück zum Zitat Burner M (1997) Crawling towards eternity: building an archive of the World Wide Web. Web Tech Mag 2(5):37–40 Burner M (1997) Crawling towards eternity: building an archive of the World Wide Web. Web Tech Mag 2(5):37–40
Zurück zum Zitat Ceri S, Bozzon A, Brambilla M, Valle ED, Fraternali P, Quarteroni S (2013) Web information retrieval. Data-centric systems and applications. Springer, HeidelbergCrossRefMATH Ceri S, Bozzon A, Brambilla M, Valle ED, Fraternali P, Quarteroni S (2013) Web information retrieval. Data-centric systems and applications. Springer, HeidelbergCrossRefMATH
Zurück zum Zitat Coroama V, Langheinrich M (2006) Personalized vehicle insurance rates–a case for client-side personalization in ubiquitous computing. In: Proceedings of human factors in computing systems. Workshop on privacy-enhanced personalization (CHI’06). ACM, pp 56–59 Coroama V, Langheinrich M (2006) Personalized vehicle insurance rates–a case for client-side personalization in ubiquitous computing. In: Proceedings of human factors in computing systems. Workshop on privacy-enhanced personalization (CHI’06). ACM, pp 56–59
Zurück zum Zitat Dean J, Ghemawat S (2008) MapReduce: simplified data processing on large clusters. Commun ACM 51(1):107–113CrossRef Dean J, Ghemawat S (2008) MapReduce: simplified data processing on large clusters. Commun ACM 51(1):107–113CrossRef
Zurück zum Zitat Eckersley P (2010) How unique is your web browser? In: Proceedings of the 10th International conference on privacy enhancing technologies (PETS’10). Springer, Berlin/Heidelberg, pp 1–18 Eckersley P (2010) How unique is your web browser? In: Proceedings of the 10th International conference on privacy enhancing technologies (PETS’10). Springer, Berlin/Heidelberg, pp 1–18
Zurück zum Zitat Elmasri R, Navathe SB (2016) Fundamentals of database systems. Pearson Education, HobokenMATH Elmasri R, Navathe SB (2016) Fundamentals of database systems. Pearson Education, HobokenMATH
Zurück zum Zitat Erl T, Puttini R, Mahmood Z (2013) Cloud computing: concepts, technology & architecture. Prentice Hall Press, Upper Saddle River Erl T, Puttini R, Mahmood Z (2013) Cloud computing: concepts, technology & architecture. Prentice Hall Press, Upper Saddle River
Zurück zum Zitat Feldman R (2013) Techniques and applications for sentiment analysis. Commun ACM 56(4): 82–89CrossRef Feldman R (2013) Techniques and applications for sentiment analysis. Commun ACM 56(4): 82–89CrossRef
Zurück zum Zitat Fensel D, Facca FM, Simperl E, Toma I (2011) Semantic web services. Springer, Heidelberg/ New York Fensel D, Facca FM, Simperl E, Toma I (2011) Semantic web services. Springer, Heidelberg/ New York
Zurück zum Zitat Forte A, Bruckman A (2005) Why do people write for Wikipedia? Incentives to contribute to open–content publishing. In: Proceedings of GROUP – International conference on supporting group work, vol 5, pp 6–9 Forte A, Bruckman A (2005) Why do people write for Wikipedia? Incentives to contribute to open–content publishing. In: Proceedings of GROUP – International conference on supporting group work, vol 5, pp 6–9
Zurück zum Zitat Frischmuth P, Klímek J, Auer S, Tramp S, Unbehauen J, Holzweissig K, Marquardt CM (2012) Linked data in enterprise information integration. Semantic Web. IOS Press, Amsterdam, NL, pp 1–17 Frischmuth P, Klímek J, Auer S, Tramp S, Unbehauen J, Holzweissig K, Marquardt CM (2012) Linked data in enterprise information integration. Semantic Web. IOS Press, Amsterdam, NL, pp 1–17
Zurück zum Zitat Garcia-Gomez S, Escriche-Vicente M, Arozarena-Llopis P, Lelli F, Taher Y, (12 additional authors not shown) (2012) 4CaaSt: comprehensive management of cloud services through a PaaS. In: Proceedings of the 2012 IEEE 10th International symposium on parallel and distributed processing with applications, Washington, DC, pp 494–499 Garcia-Gomez S, Escriche-Vicente M, Arozarena-Llopis P, Lelli F, Taher Y, (12 additional authors not shown) (2012) 4CaaSt: comprehensive management of cloud services through a PaaS. In: Proceedings of the 2012 IEEE 10th International symposium on parallel and distributed processing with applications, Washington, DC, pp 494–499
Zurück zum Zitat Guy I (2015) Social recommender systems. In: Ricci F, Rokach L, Shapira B (eds) Recommender systems handbook. Springer, New York, pp 511–543CrossRef Guy I (2015) Social recommender systems. In: Ricci F, Rokach L, Shapira B (eds) Recommender systems handbook. Springer, New York, pp 511–543CrossRef
Zurück zum Zitat Halfaker A, Geiger RS, Morgan JT, Riedl J (2012) The rise and decline of an open collaboration system: how Wikipedia’s reaction to popularity is causing its decline. Am Behav Sci 57(5): 664–688CrossRef Halfaker A, Geiger RS, Morgan JT, Riedl J (2012) The rise and decline of an open collaboration system: how Wikipedia’s reaction to popularity is causing its decline. Am Behav Sci 57(5): 664–688CrossRef
Zurück zum Zitat Herlocker JL, Konstan JA, Terveen LG, Riedl JT (2004) Evaluating collaborative filtering recommender systems. ACM Trans Inf Syst 22(1):5–53CrossRef Herlocker JL, Konstan JA, Terveen LG, Riedl JT (2004) Evaluating collaborative filtering recommender systems. ACM Trans Inf Syst 22(1):5–53CrossRef
Zurück zum Zitat Hitzler P, Krotzsch M, Rudolph S (2009) Foundations of semantic web technologies. Chapman and Hall/CRC, Boca Raton Hitzler P, Krotzsch M, Rudolph S (2009) Foundations of semantic web technologies. Chapman and Hall/CRC, Boca Raton
Zurück zum Zitat Joshua J, Talha K, Ricardo Z (2016) Web developer’s reference guide. Packt Publishing, Birmingham Joshua J, Talha K, Ricardo Z (2016) Web developer’s reference guide. Packt Publishing, Birmingham
Zurück zum Zitat Jurafsky D, Martin JH (2009) Speech and language processing. Prentice Hall, Upper Saddle River Jurafsky D, Martin JH (2009) Speech and language processing. Prentice Hall, Upper Saddle River
Zurück zum Zitat Lawrence DB (2012) The economic value of information. Springer, New York Lawrence DB (2012) The economic value of information. Springer, New York
Zurück zum Zitat Lecue F, Mehandjiev N, Vogel J, Un P, Neu B (2012) KPI-based service composition modeling and optimization with design time user interaction. In: Proceedings of the 2012 IEEE 9th International conference on services computing (SCC). IEEE, Los Alamitos, pp 692–693CrossRef Lecue F, Mehandjiev N, Vogel J, Un P, Neu B (2012) KPI-based service composition modeling and optimization with design time user interaction. In: Proceedings of the 2012 IEEE 9th International conference on services computing (SCC). IEEE, Los Alamitos, pp 692–693CrossRef
Zurück zum Zitat Leskovec J, Rajaraman A, Ullman J (2014) Mining of massive datasets. Cambridge University Press, CambridgeCrossRef Leskovec J, Rajaraman A, Ullman J (2014) Mining of massive datasets. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Linden G, Smith B, York J (2003) Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Comput 7(1):76–80CrossRef Linden G, Smith B, York J (2003) Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Comput 7(1):76–80CrossRef
Zurück zum Zitat Manning CD, Raghavan P, Schütze H (2008) Introduction to information retrieval. Cambridge University Press, CambridgeCrossRefMATH Manning CD, Raghavan P, Schütze H (2008) Introduction to information retrieval. Cambridge University Press, CambridgeCrossRefMATH
Zurück zum Zitat McCallum A, Nigam K (1998) A comparison of event models for naive Bayes text classification. In: Proceedings of AAAI/ICML–98 workshop on learning for text categorization. AAAI Press, pp 41–48 McCallum A, Nigam K (1998) A comparison of event models for naive Bayes text classification. In: Proceedings of AAAI/ICML–98 workshop on learning for text categorization. AAAI Press, pp 41–48
Zurück zum Zitat McSherry F, Mironov I (2009) Differentially private recommender systems: building privacy into the net. In: Proceedings of the 15th ACM SIGKDD International conference on knowledge discovery and data mining (KDD’09). ACM, New York, pp 627–636CrossRef McSherry F, Mironov I (2009) Differentially private recommender systems: building privacy into the net. In: Proceedings of the 15th ACM SIGKDD International conference on knowledge discovery and data mining (KDD’09). ACM, New York, pp 627–636CrossRef
Zurück zum Zitat Menychtas A, Vogel J, Giessmann A, Gatzioura A, Gomez SG, Moulos V, Junker F, Müller M, Kyriazis D, Stanoevska-Slabeva K (2014) 4CaaSt marketplace: an advanced business environment for trading cloud services. Futur Gener Comput Syst 41:104–120CrossRef Menychtas A, Vogel J, Giessmann A, Gatzioura A, Gomez SG, Moulos V, Junker F, Müller M, Kyriazis D, Stanoevska-Slabeva K (2014) 4CaaSt marketplace: an advanced business environment for trading cloud services. Futur Gener Comput Syst 41:104–120CrossRef
Zurück zum Zitat Miner D, Shook A (2012) MapReduce design patterns: building effective algorithms and analytics for Hadoop and other systems. O’Reilly Media, Beijing Miner D, Shook A (2012) MapReduce design patterns: building effective algorithms and analytics for Hadoop and other systems. O’Reilly Media, Beijing
Zurück zum Zitat Mislove A, Marcon M, Gummadi KP, Druschel P, Bhattacharjee B (2007) Measurement and analysis of online social networks. In: Proceedings of the 7th ACM SIGCOMM conference on Internet measurement (IMC’07). ACM, New York, pp 29–42CrossRef Mislove A, Marcon M, Gummadi KP, Druschel P, Bhattacharjee B (2007) Measurement and analysis of online social networks. In: Proceedings of the 7th ACM SIGCOMM conference on Internet measurement (IMC’07). ACM, New York, pp 29–42CrossRef
Zurück zum Zitat Muller M, Ehrlich K, Matthews T, Perer A, Ronen I, Guy I (2012) Diversity among enterprise online communities: collaborating, teaming, and innovating through social media. In: Proceedings of the ACM SIGCHI conference on human factors in computing systems (CHI’12). ACM, New York Muller M, Ehrlich K, Matthews T, Perer A, Ronen I, Guy I (2012) Diversity among enterprise online communities: collaborating, teaming, and innovating through social media. In: Proceedings of the ACM SIGCHI conference on human factors in computing systems (CHI’12). ACM, New York
Zurück zum Zitat Nadeau D, Sekine S (2007) A survey of named entity recognition and classification. Lingvisticae Investigationes. 30(1):3–26CrossRef Nadeau D, Sekine S (2007) A survey of named entity recognition and classification. Lingvisticae Investigationes. 30(1):3–26CrossRef
Zurück zum Zitat Ohm JR (2016) Multimedia content analysis. Signals and communication technology. Springer, BerlinCrossRef Ohm JR (2016) Multimedia content analysis. Signals and communication technology. Springer, BerlinCrossRef
Zurück zum Zitat O’Reilly T (2007) What is Web 2.0: design patterns and business models for the next generation of software. Commun Strateg 1:17 O’Reilly T (2007) What is Web 2.0: design patterns and business models for the next generation of software. Commun Strateg 1:17
Zurück zum Zitat Pang B, Lee L, Vaithyanathan S (2002) Thumbs up? Sentiment classification using machine learning techniques. In: Proceedings of the ACL-02 conference on empirical methods in natural language processing (EMNLP’02), vol 10. Association for Computational Linguistics, Stroudsburg, pp 79–86CrossRef Pang B, Lee L, Vaithyanathan S (2002) Thumbs up? Sentiment classification using machine learning techniques. In: Proceedings of the ACL-02 conference on empirical methods in natural language processing (EMNLP’02), vol 10. Association for Computational Linguistics, Stroudsburg, pp 79–86CrossRef
Zurück zum Zitat Papazoglou M (2012) Web services and SOA: principles and technology, 2nd edn. Pearson Education, Harlow Papazoglou M (2012) Web services and SOA: principles and technology, 2nd edn. Pearson Education, Harlow
Zurück zum Zitat Pautasso C, Zimmermann O, Leymann F (2008) Restful Web services vs. “Big” Web services: making the right architectural decision. In: Proceedings of the 17th International conference on World Wide Web (WWW’08). ACM, New York, pp 805–814 Pautasso C, Zimmermann O, Leymann F (2008) Restful Web services vs. “Big” Web services: making the right architectural decision. In: Proceedings of the 17th International conference on World Wide Web (WWW’08). ACM, New York, pp 805–814
Zurück zum Zitat Pedrinaci C, Domingue J (2010) Toward the next wave of services: linked services for the Web of data. J Univers Comput Sci 16(13):1694–1719 Pedrinaci C, Domingue J (2010) Toward the next wave of services: linked services for the Web of data. J Univers Comput Sci 16(13):1694–1719
Zurück zum Zitat Prahalad CK, Ramaswamy V (2004) Co-creation experiences: the next practice in value creation. J Interact Mark 18(3):5–14CrossRef Prahalad CK, Ramaswamy V (2004) Co-creation experiences: the next practice in value creation. J Interact Mark 18(3):5–14CrossRef
Zurück zum Zitat Resnick P, Varian HR (1997) Recommender systems. Commun ACM 40(3):56–58CrossRef Resnick P, Varian HR (1997) Recommender systems. Commun ACM 40(3):56–58CrossRef
Zurück zum Zitat Resnick P, Iacovou N, Suchak M, Bergstrom P, Riedl J (1994) GroupLens: an open architecture for collaborative filtering of netnews. In: Proceedings of the 1994 ACM conference on computer supported cooperative work (CSCW’94), pp 175–186. ACM, New YorkCrossRef Resnick P, Iacovou N, Suchak M, Bergstrom P, Riedl J (1994) GroupLens: an open architecture for collaborative filtering of netnews. In: Proceedings of the 1994 ACM conference on computer supported cooperative work (CSCW’94), pp 175–186. ACM, New YorkCrossRef
Zurück zum Zitat Roesner F, Kohno T, Wetherall D (2012) Detecting and defending against third-party tracking on the Web. In: Proceedings of the 9th USENIX conference on networked systems design and implementation (NSDI’12). USENIX Association, Berkeley, p 12 Roesner F, Kohno T, Wetherall D (2012) Detecting and defending against third-party tracking on the Web. In: Proceedings of the 9th USENIX conference on networked systems design and implementation (NSDI’12). USENIX Association, Berkeley, p 12
Zurück zum Zitat Ruppenhofer J, Somasundaran S, Wiebe J (2008) Finding the sources and targets of subjective expressions. In: Proceedings of the 6th International language resources and evaluation (LREC’08) Ruppenhofer J, Somasundaran S, Wiebe J (2008) Finding the sources and targets of subjective expressions. In: Proceedings of the 6th International language resources and evaluation (LREC’08)
Zurück zum Zitat Russell S, Norvig P (2009) Artificial intelligence: a modern approach, 3rd edn. Prentice Hall Press, Upper Saddle RiverMATH Russell S, Norvig P (2009) Artificial intelligence: a modern approach, 3rd edn. Prentice Hall Press, Upper Saddle RiverMATH
Zurück zum Zitat Salton G, Buckley C (1988) Term-weighting approaches in automatic text retrieval. IP&M 24(5):513–523 Salton G, Buckley C (1988) Term-weighting approaches in automatic text retrieval. IP&M 24(5):513–523
Zurück zum Zitat Sarwar B, Karypis G, Konstan J, Riedl J (2001) Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International conference on World Wide Web (WWW’01). ACM, New York, pp 285–295 Sarwar B, Karypis G, Konstan J, Riedl J (2001) Item-based collaborative filtering recommendation algorithms. In: Proceedings of the 10th International conference on World Wide Web (WWW’01). ACM, New York, pp 285–295
Zurück zum Zitat Schein AI, Popescul A, Ungar LH, Pennock DM (2002) Methods and metrics for cold-start recommendations. In: Proceedings of the 25th annual International ACM SIGIR conference on research and development in information retrieval (SIGIR’02). ACM, New York, pp 253–260CrossRef Schein AI, Popescul A, Ungar LH, Pennock DM (2002) Methods and metrics for cold-start recommendations. In: Proceedings of the 25th annual International ACM SIGIR conference on research and development in information retrieval (SIGIR’02). ACM, New York, pp 253–260CrossRef
Zurück zum Zitat Schmidt A, Otto B, Österle H (2010) Integrating information systems: case studies on current challenges. Electron Mark 20(2):161–174CrossRef Schmidt A, Otto B, Österle H (2010) Integrating information systems: case studies on current challenges. Electron Mark 20(2):161–174CrossRef
Zurück zum Zitat Sebesta RW (2015) Programming the World Wide Web. Pearson Education, Boston Sebesta RW (2015) Programming the World Wide Web. Pearson Education, Boston
Zurück zum Zitat Sedgewick R, Wayne K (2011) Algorithms. Pearson Education, Boston Sedgewick R, Wayne K (2011) Algorithms. Pearson Education, Boston
Zurück zum Zitat Sommerville I (2016) Software engineering. Pearson, BostonMATH Sommerville I (2016) Software engineering. Pearson, BostonMATH
Zurück zum Zitat Soriano J, Heitz C, Hutter HP, Fernández R, Hierro JJ, Vogel J, Edmonds A, Bohnert TM (2013) Internet of services. In: Bertin E, Crespi N, Magedanz T (eds) Evolution of telecommunication services: the convergence of telecom and Internet: technologies and ecosystems. Springer, Berlin/Heidelberg, pp 283–325CrossRef Soriano J, Heitz C, Hutter HP, Fernández R, Hierro JJ, Vogel J, Edmonds A, Bohnert TM (2013) Internet of services. In: Bertin E, Crespi N, Magedanz T (eds) Evolution of telecommunication services: the convergence of telecom and Internet: technologies and ecosystems. Springer, Berlin/Heidelberg, pp 283–325CrossRef
Zurück zum Zitat Tache N (ed) (2016) Big data now, 2015 edn. O’Reilly, Sebastopol Tache N (ed) (2016) Big data now, 2015 edn. O’Reilly, Sebastopol
Zurück zum Zitat Tanenbaum AS, Wetherall DJ (2011) Computer networks. Pearson Prentice Hall, Boston Tanenbaum AS, Wetherall DJ (2011) Computer networks. Pearson Prentice Hall, Boston
Zurück zum Zitat Tobin A (2015) Is Google translate good enough for commercial websites? A machine translation evaluation of text from English websites into four different languages. Reitaku Rev 21:94–116 Tobin A (2015) Is Google translate good enough for commercial websites? A machine translation evaluation of text from English websites into four different languages. Reitaku Rev 21:94–116
Zurück zum Zitat Tumasjan A, Sprenger TO, Sandner PG, Welpe IM (2010) Predicting elections with Twitter: what 140 characters reveal about political sentiment. In: Proceedings of the fourth International AAAI conference on weblogs and social media, vol 10, pp 178–185 Tumasjan A, Sprenger TO, Sandner PG, Welpe IM (2010) Predicting elections with Twitter: what 140 characters reveal about political sentiment. In: Proceedings of the fourth International AAAI conference on weblogs and social media, vol 10, pp 178–185
Zurück zum Zitat Ullrich C, Borau K, Luo H, Tan X, Shen L, Shen R (2008) Why Web 2.0 is good for learning and for research: principles and prototypes. In: Proceedings of the 17th International conference on World Wide Web (WWW’08). ACM, New York, pp 705–714 Ullrich C, Borau K, Luo H, Tan X, Shen L, Shen R (2008) Why Web 2.0 is good for learning and for research: principles and prototypes. In: Proceedings of the 17th International conference on World Wide Web (WWW’08). ACM, New York, pp 705–714
Zurück zum Zitat Van der Aalst WMP, Ter Hofstede AHM, Weske M (2003) Business process management: a survey. In: Proceedings of the International conference on business process management. Springer, Berlin/New York, pp 1–12 Van der Aalst WMP, Ter Hofstede AHM, Weske M (2003) Business process management: a survey. In: Proceedings of the International conference on business process management. Springer, Berlin/New York, pp 1–12
Zurück zum Zitat Vetter RJ, Spell C, Ward C (1994) Mosaic and the World Wide Web. Computer 27(10):49–57CrossRef Vetter RJ, Spell C, Ward C (1994) Mosaic and the World Wide Web. Computer 27(10):49–57CrossRef
Zurück zum Zitat Viégas FB, Wattenberg M, Kushal D (2004) Studying cooperation and conflict between authors with history flow visualizations. In: Proceedings of the ACM SIGCHI conference on human factors in computing systems (CHI’04). ACM, New York, pp 575–582 Viégas FB, Wattenberg M, Kushal D (2004) Studying cooperation and conflict between authors with history flow visualizations. In: Proceedings of the ACM SIGCHI conference on human factors in computing systems (CHI’04). ACM, New York, pp 575–582
Zurück zum Zitat Vogel J, Widmer J (2008) Robustness in network protocols and distributed applications of the Internet. In: Schuster A (ed) Robust intelligent systems. Springer, London, pp 61–86CrossRef Vogel J, Widmer J (2008) Robustness in network protocols and distributed applications of the Internet. In: Schuster A (ed) Robust intelligent systems. Springer, London, pp 61–86CrossRef
Zurück zum Zitat Wahlster W (2007) Smartweb: multimodal web services on the road. In: Proceedings of the 15th ACM International conference on multimedia (MM’07), ACM, New York, pp 16–16 Wahlster W (2007) Smartweb: multimodal web services on the road. In: Proceedings of the 15th ACM International conference on multimedia (MM’07), ACM, New York, pp 16–16
Zurück zum Zitat Weiss SM, Indurkhya N, Zhang T (2015) Fundamentals of predictive text mining. Texts in computer science. Springer, LondonCrossRefMATH Weiss SM, Indurkhya N, Zhang T (2015) Fundamentals of predictive text mining. Texts in computer science. Springer, LondonCrossRefMATH
Zurück zum Zitat White T (2015) Hadoop: the definitive guide. O’Reilly Media, Sebastopol White T (2015) Hadoop: the definitive guide. O’Reilly Media, Sebastopol
Zurück zum Zitat Whitmore A, Agarwal A, Da Xu L (2015) The Internet of things: a survey of topics and trends. Inf Syst Front 17(2):261–274CrossRef Whitmore A, Agarwal A, Da Xu L (2015) The Internet of things: a survey of topics and trends. Inf Syst Front 17(2):261–274CrossRef
Zurück zum Zitat Wiegand M, Balahur A, Roth B, Klakow D, Montoyo A (2010) A survey on the role of negation in sentiment analysis. In: Proceedings of the workshop on negation and speculation in natural language processing. Association for Computational Linguistics, Stroudsburg, pp 60–68 Wiegand M, Balahur A, Roth B, Klakow D, Montoyo A (2010) A survey on the role of negation in sentiment analysis. In: Proceedings of the workshop on negation and speculation in natural language processing. Association for Computational Linguistics, Stroudsburg, pp 60–68
Zurück zum Zitat Wilson C, Boe B, Sala A, Puttaswamy KPN, Zhao BY (2009) User interactions in social networks and their implications. In: Proceedings of the 4th ACM European conference on computer systems (EuroSys’09). ACM, New York, pp 205–218CrossRef Wilson C, Boe B, Sala A, Puttaswamy KPN, Zhao BY (2009) User interactions in social networks and their implications. In: Proceedings of the 4th ACM European conference on computer systems (EuroSys’09). ACM, New York, pp 205–218CrossRef
Zurück zum Zitat Witten IH, Frank E, Hall MA (2011) Data mining: practical machine learning tools and techniques, 3rd edn. Morgan Kaufmann Publishers Inc., San Francisco Witten IH, Frank E, Hall MA (2011) Data mining: practical machine learning tools and techniques, 3rd edn. Morgan Kaufmann Publishers Inc., San Francisco
Zurück zum Zitat Zhu H, Kraut R, Kittur A (2012) Effectiveness of shared leadership in online communities. In: Proceedings of the ACM 2012 conference on computer supported cooperative work (CSCW’12). ACM, New York, pp 407–416CrossRef Zhu H, Kraut R, Kittur A (2012) Effectiveness of shared leadership in online communities. In: Proceedings of the ACM 2012 conference on computer supported cooperative work (CSCW’12). ACM, New York, pp 407–416CrossRef
Zurück zum Zitat Ziegler CN, McNee SM, Konstan JA, Lausen G (2005) Improving recommendation lists through topic diversification. In: Proceedings of the 14th International conference on World Wide Web (WWW’05). ACM, New York, pp 22–32 Ziegler CN, McNee SM, Konstan JA, Lausen G (2005) Improving recommendation lists through topic diversification. In: Proceedings of the 14th International conference on World Wide Web (WWW’05). ACM, New York, pp 22–32
Metadaten
Titel
Distributed and Connected Information in the Internet
verfasst von
Jürgen Vogel
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-59090-5_8

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