Making sense of twitter

作者: David Laniado , Peter Mika

DOI: 10.1007/978-3-642-17746-0_30

关键词: SimplicityPopularityIdentifierVector space modelService (systems architecture)ConversationSemantic WebComputer scienceWorld Wide WebHash function

摘要: Twitter enjoys enormous popularity as a micro-blogging service largely due to its simplicity. On the downside, there is little organization Twitterverse and making sense of stream messages passing through system has become significant challenge for everyone involved. As solution, users have adopted convention adding hash at beginning word turn it into hashtag. Hashtags means in create threads conversation build communities around particular interests. In this paper, we take first look whether hashtags behave strong identifiers, thus they could serve identifiers Semantic Web. We introduce some metrics that can help identify show desirable characteristics identifiers. various ways which are used, evaluation our be applied detect represent real world entities.

参考文章(28)
Andreas Hotho, Martin Szomszor, Marko Grobelnik, Dominik Benz, Robert Jaschke, Dunja Mladenic, Vito D. P. Servedio, Sergej Sizov, Analyzing Tag Semantics Across Collaborative Tagging Systems ,(2008)
Ciro Cattuto, Dominik Benz, Andreas Hotho, Gerd Stumme, Semantic Grounding of Tag Relatedness in Social Bookmarking Systems international semantic web conference. pp. 615- 631 ,(2008) , 10.1007/978-3-540-88564-1_39
The Semantic Web - ISWC 2008 Springer Berlin Heidelberg. ,(2008) , 10.1007/978-3-540-88564-1
Margaret E.I. Kipp, @toread and Cool: Subjective, Affective and Associative Factors in Tagging Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l'ACSI. ,(2014) , 10.29173/CAIS119
Sofia Angeletou, Semantic Enrichment of Folksonomy Tagspaces international semantic web conference. pp. 889- 894 ,(2008) , 10.1007/978-3-540-88564-1_58
Peter Mika, Ontologies Are Us: A Unified Model of Social Networks and Semantics The Semantic Web – ISWC 2005. pp. 522- 536 ,(2005) , 10.1007/11574620_38
Alexandre Passant, Uldis Bojars, John Breslin, Tuukka Hastrup, Microblogging: A Semantic Web and Distributed Approach ,(2008)
Gerard Salton, Automatic text processing: the transformation, analysis, and retrieval of information by computer Addison-Wesley Longman Publishing Co., Inc.. ,(1989)
Vijay V. Raghavan, S. K. M. Wong, A critical analysis of vector space model for information retrieval Journal of the Association for Information Science and Technology. ,vol. 37, pp. 279- 287 ,(1986) , 10.1002/(SICI)1097-4571(198609)37:5<279::AID-ASI1>3.0.CO;2-Q
Claudia Wagner, Markus Strohmaier, The wisdom in tweetonomies Proceedings of the 3rd International Semantic Search Workshop on - SEMSEARCH '10. pp. 6- ,(2010) , 10.1145/1863879.1863885