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Ontology Importance towards Enhancing Suggestions in a News Recommender System for a Financial Investor

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Metadata and Semantic Research (MTSR 2011)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 240))

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Abstract

In terms of the current information society, where news and information generally run at a remarkable speed, it is imperative that the events of capital importance for the world economy (and others fields) to be available and disseminated in real time. Thus, we refer to news that may influence in a large manner the stock quotes, forex, oil quotes and so on. In view of the fact that the Internet abounds in news, in our on-going research (under grant TE 316 ”Intelligent methods for decision fundamentation on stock market transactions, based on public information”) we seek to propose a solution for extracting news vital information, its interpretation in real time, followed by suggesting possible decisional alternatives to the representatives involved in the stock exchange market. We put forward in the present paper our starting ideas for a conceptual model for a semantic Web news search, which encompasses multi-agent technologies, semantic Web, text search and mining, RSS news feeds.

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References

  1. Schouten, K., Ruijgrok, P., Borsje, J., Frasincar, F., Levering, L., Hogenboom, F.: A semantic web-based approach for personalizing news. In: Proceedings of the 2010 ACM Symposium on Applied Computing, SAC 2010, pp. 854–861. ACM, New York (2010)

    Google Scholar 

  2. Arango, M.: Vanishing point. In: ACM Multimedia, pp. 1067–1068 (2005)

    Google Scholar 

  3. Ricci, F., Rokach, L., Shapira, B.: Introduction to recommender systems handbook. In: Recommender Systems Handbook, pp. 1–35 (2011)

    Google Scholar 

  4. Picault, J., Ribière, M., Bonnefoy, D., Mercer, K.: How to get the recommender out of the lab? In: Recommender Systems Handbook, pp. 333–365 (2011)

    Google Scholar 

  5. Di Massa, R., Montagnuolo, M., Messina, A.: Implicit news recommendation based on user interest models and multimodal content analysis. In: Proceedings of the 3rd International Workshop on Automated Information Extraction in Media Production, AIEMPro 2010, pp. 33–38. ACM, New York (2010)

    Google Scholar 

  6. Phelan, O., McCarthy, K., Smyth, B.: Using twitter to recommend real-time topical news. In: Proceedings of the Third ACM Conference on Recommender Systems, RecSys 2009, pp. 385–388. ACM, New York (2009)

    Google Scholar 

  7. Java, A., Finin, T., Nirenburg, S.: Text understanding agents and the semantic web. In: Proceedings of the 39th Annual Hawaii International Conference on System Sciences, vol. 03, p. 62.2. IEEE Computer Society, Washington, DC (2006)

    Chapter  Google Scholar 

  8. Yu, H., Mine, T., Amamiya, M.: An architecture for personal semantic web information retrieval system. In: Special Interest Tracks and Posters of the 14th International Conference on World Wide Web, WWW 2005, pp. 974–975. ACM, New York (2005)

    Chapter  Google Scholar 

  9. Hristidis, V., Valdivia, O., Vlachos, M., Yu, P.S.: Continuous keyword search on multiple text streams. In: Proceedings of the 15th ACM International Conference on Information and Knowledge Management, CIKM 2006, pp. 802–803. ACM, New York (2006)

    Google Scholar 

  10. Lin, Y.R., Sundaram, H., Chi, Y., Tatemura, J., Tseng, B.L.: Detecting splogs via temporal dynamics using self-similarity analysis. ACM Trans. Web 2, 4:1–4:35 (2008)

    Google Scholar 

  11. Sato, Y., Utsuro, T., Murakami, Y., Fukuhara, T., Nakagawa, H., Kawada, Y., Kando, N.: Analysing features of japanese splogs and characteristics of keywords. In: Proceedings of the 4th International Workshop on Adversarial Information Retrieval on the Web, AIRWeb 2008, pp. 33–40. ACM, New York (2008)

    Google Scholar 

  12. Sculley, D., Wachman, G.M.: Relaxed online svms for spam filtering. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2007, pp. 415–422. ACM, New York (2007)

    Google Scholar 

  13. Zhu, L., Sun, A., Choi, B.: Online spam-blog detection through blog search. In: Proceeding of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, pp. 1347–1348. ACM, New York (2008)

    Google Scholar 

  14. Barnickel, N., Fluegge, M., Schmidt, K.-U.: Interoperability in egovernment through cross-ontology semantic web service composition. In: Workshop Semantic Web for eGovernment, 3rd European Semantic Web Conference (2006)

    Google Scholar 

  15. Weber, N., Braubach, L., Pokahr, A., Lamersdorf, W.: Agent-based semantic search at motoso.de. In: Braubach, L., van der Hoek, W., Petta, P., Pokahr, A. (eds.) MATES 2009. LNCS, vol. 5774, pp. 278–287. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  16. Hu, C.L., Chou, C.K.: Rss watchdog: an instant event monitor on real online news streams. In: Proceeding of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, pp. 2097–2098. ACM, New York (2009)

    Google Scholar 

  17. Rajagopal, H.: JENA: A Java API for Ontology Management (2005)

    Google Scholar 

  18. Horridge, M., Bechhofer, S.: The owl api: A java api for working with owl 2 ontologies. In: OWLED (2009)

    Google Scholar 

  19. Knublauch, H.: Protg-owl API Programmer’s Guide (2010)

    Google Scholar 

  20. Bellifemine, F.L., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. Wiley, Chichester (2007)

    Book  Google Scholar 

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Bresfelean, V.P., Bresfelean, M., Ghiran, AM. (2011). Ontology Importance towards Enhancing Suggestions in a News Recommender System for a Financial Investor. In: García-Barriocanal, E., Cebeci, Z., Okur, M.C., Öztürk, A. (eds) Metadata and Semantic Research. MTSR 2011. Communications in Computer and Information Science, vol 240. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24731-6_18

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  • DOI: https://doi.org/10.1007/978-3-642-24731-6_18

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-24730-9

  • Online ISBN: 978-3-642-24731-6

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