Twitter user modeling and tweets recommendation based on wikipedia concept graph

AAAI Workshop - Technical Report

Volumn WS-12-09, Issue , 2012, Pages 33-38

  Lu, Chunliang ^a   Lam, Wai ^a   Zhang, Yingxiao ^a  

^a CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

Author keywords

[No Author keywords available]

Indexed keywords

EXPLICIT SEMANTIC ANALYSIS; KNOWLEDGE BASE; MICRO-BLOGGING SERVICES; STATUS UPDATES; USER INTEREST PROFILE; USER INTERESTS; USER'S PROFILES; WIKIPEDIA ARTICLES;

KNOWLEDGE BASED SYSTEMS; SEMANTICS;

SOCIAL NETWORKING (ONLINE);

EID: 84875575994     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Abel, F.; Gao, Q.; Houben, G.-J.; and Tao, K. 2011a. Analyzing user modeling on twitter for personalized news recommendations. In Proceedings of the 19th international conference on User modeling, adaption, and personalization, UMAP'11, 1-12. Berlin, Heidelberg: Springer-Verlag.
2. Abel, F.; Gao, Q.; Houben, G.-J.; and Tao, K. 2011b. Semantic enrichment of twitter posts for user profile construction on the social web. In Antoniou, G.; Grobelnik, M.; Simperl, E. P. B.; Parsia, B.; Plexousakis, D.; Leenheer, P. D.; and Pan, J. Z., eds., ESWC (2), volume 6644 of Lecture Notes in Computer Science, 375-389. Springer.
3. Ahmad Wasfi, A. M. 1999. Collecting user access patterns for building user profiles and collaborative filtering. In Proceedings of the 4th international conference on Intelligent user interfaces, IUI '99, 57-64. New York, NY, USA: ACM.
4. Ahn, J.-w.; Brusilovsky, P.; Grady, J.; He, D.; and Syn, S. Y. 2007. Open user profiles for adaptive news systems: help or harm? In Proceedings of the 16th international conference on World Wide Web, WWW '07, 11-20. New York, NY, USA: ACM.
5. Billsus, D., and Pazzani, M. J. 1999. A personal news agent that talks, learns and explains. In Proceedings of the third annual conference on Autonomous Agents, AGENTS '99, 268-275. New York, NY, USA: ACM.
6. Chen, J.; Nairn, R.; Nelson, L.; Bernstein, M.; and Chi, E. 2010. Short and tweet: experiments on recommending content from information streams. In Proceedings of the 28th international conference on Human factors in computing systems, CHI '10, 1185-1194. New York, NY, USA: ACM.
7. Gabrilovich, E., and Markovitch, S. 2007. Computing semantic relatedness using wikipedia-based explicit semantic analysis. In Proceedings of the 20th international joint conference on Artifical intelligence, IJCAI'07, 1606-1611. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.
8. Gauch, S.; Speretta, M.; Chandramouli, A.; and Micarelli, A. 2007. The adaptive web. In Brusilovsky, P.; Kobsa, A.; and Nejdl, W., eds., The adaptive web. Berlin, Heidelberg: Springer-Verlag, chapter User profiles for personalized information access, 54-89.
9. Geyer, W.; Dugan, C.; Milien, D. R.; Muller, M.; and Freyne, J. 2008. Recommending topics for self-descriptions in online user profiles. In Proceedings of the 2008 ACM conference on Recommender systems, RecSys '08, 59-66. New York, NY, USA: ACM.
10. Grčar, M.; Mladenič, D.; and Grobelnik, M. 2005. User Profiling for Interest-focused Browsing History. In Workshop on End User Aspects of the Semantic Web, ESWC-2005, Heraklion.
11. Hannon, J.; Bennett, M.; and Smyth, B. 2010. Recommending twitter users to follow using content and collaborative filtering approaches. In Proceedings of the fourth ACM conference on Recommender systems, RecSys '10, 199-206. New York, NY, USA: ACM.
12. Hill, W., and Terveen, L. 1996. Using frequency-of-mention in public conversations for social filtering. In Proceedings of the 1996 ACM conference on Computer supported cooperative work, CSCW '96, 106-112. New York, NY, USA: ACM.
13. IJntema, W.; Goossen, F.; Frasincar, F.; and Hogenboom, F. 2010. Ontology-based news recommendation. In Proceedings of the 2010 EDBT/ICDT Workshops, EDBT '10, 16:1-16:6. New York, NY, USA: ACM.
14. Java, A.; Song, X.; Finin, T.; and Tseng, B. 2007. Why we twitter: understanding microblogging usage and communities. In Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis, WebKDD/SNA-KDD '07, 56-65. New York, NY, USA: ACM.
15. Kim, H.-j.; Lee, S.; Lee, B.; and Kang, S. 2010. Building concept network-based user profile for personalized web search. In Proceedings of the 2010 IEEE/ACIS 9th International Conference on Computer and Information Science, ICIS '10, 567-572. Washington, DC, USA: IEEE Computer Society.
16. Laniado, D., and Mika, P. 2010. Making sense of twitter. In Patel-Schneider, P.; Pan, Y.; Hitzler, P.; Mika, P.; Zhang, L.; Pan, J.; Horrocks, I.; and Glimm, B., eds., The Semantic Web ISWC 2010, volume 6496 of Lecture Notes in Computer Science. Springer Berlin / Heidelberg. 470-485.
17. Latif, A.; Afzal, M. T.; Helic, D.; Tochtermann, K.; and Maurer, H. A. 2010. Discovery and construction of authors' profile from linked data (a case study for open digital journal). In Bizer, C.; Heath, T.; Berners-Lee, T.; and Hausenblas, M., eds., LDOW, volume 628 of CEUR Workshop Proceedings. CEUR-WS.org.
18. Li, Z.; Zhou, D.; Juan, Y.-F.; and Han, J. 2010. Keyword extraction for social snippets. In Proceedings of the 19th international conference on World wide web, WWW '10, 1143-1144. New York, NY, USA: ACM.
19. Naaman, M.; Boase, J.; and Lai, C.-H. 2010. Is it really about me?: message content in social awareness streams. In Proceedings of the 2010 ACM conference on Computer supported cooperative work, CSCW '10, 189-192. New York, NY, USA: ACM.
20. Nanas, N.; Uren, V.; and De Roeck, A. 2003. Building and applying a concept hierarchy representation of a user profile. In Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, SIGIR '03, 198-204. New York, NY, USA: ACM.
21. Ramanathan, K., and Kapoor, K. 2009. Creating user profiles using wikipedia. In Proceedings of the 28th International Conference on Conceptual Modeling, ER '09, 415-427. Berlin, Heidelberg: Springer-Verlag.
22. Schouten, K.; Ruijgrok, P.; Borsje, J.; Frasincar, F.; Levering, L.; and Hogenboom, F. 2010. A semantic web-based approach for personalizing news. In Proceedings of the 2010 ACM Symposium on Applied Computing, SAC '10, 854-861. New York, NY, USA: ACM.
23. Sugiyama, K.; Hatano, K.; and Yoshikawa, M. 2004. Adaptive web search based on user profile constructed without any effort from users. In Proceedings of the 13th international conference on World Wide Web, WWW '04, 675-684. New York, NY, USA: ACM.
24. Tang, J.; Yao, L.; Zhang, D.; and Zhang, J. 2010. A combination approach to web user profiling. ACM Trans. Knowl. Discov. Data 5:2:1-2:44.