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Dmitri Roussinov

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Publications by Dmitri Roussinov (bibliography)

» 2008 «

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Roussinov, Dmitri, Fan, Weiguo and Robles-Flores, Jose Antonio (2008): Beyond keywords: Automated question answering on the web. In Communications of the ACM, 51 (9) pp. 60-65

» 2007 «

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Roussinov, Dmitri, Fong, SzeWang and Skillicorn, David (2007): Detecting word substitutions: PMI vs. HMM. In: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 2007. pp. 885-886. Available online

“Those who want to conceal the content of their communications can do so by replacing words that might trigger attention. For example, instead of writing "The bomb is in position", a terrorist may chose to write "The flower is in position." The substituted sentence would sound a bit "odd" for a human reader and it has been shown in prior research that such oddity is detectable by text mining approaches. However, the importance of each component in the suggested oddity detection approach has not been thoroughly investigated. Also, the approach has not been compared with such an obvious candidate for the task as Hidden Markov Models (HMM). In this work, we explore further oddity detection algorithms reported earlier, specifically those based on pointwise mutual information (PMI) and Hidden Markov Models (HMM).”

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Roussinov, Dmitri and Turetken, Ozgur (2007): Semantic verification in an online fact seeking environment. In: Silva, Mario J., Laender, Alberto H. F., Baeza-Yates, Ricardo A., McGuinness, Deborah L., Olstad, Bjørn, Olsen, Øystein Haug and Falcão, André O. (eds.) Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management - CIKM 2007 November 6-10, 2007, Lisbon, Portugal. pp. 71-78. Available online

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Roussinov, Dmitri, Crowston, Kevin and Ihlström, Carina (2007): Minitrack: Genres of Digital Documents. In: HICSS 2007 - 40th Hawaii International International Conference on Systems Science 3-6 January, 2007, Waikoloa, Big Island, HI, USA. p. 69. Available online

» 2006 «

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Kwasnik, Barbara H., Levina, Natalia and Roussinov, Dmitri (2006): Minitrack Introduction. In: HICSS 2006 - 39th Hawaii International International Conference on Systems Science 4-7 January, 2006, Kauai, HI, USA. . Available online

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Roussinov, Dmitri and Fan, Weiguo (2006): Learning Ranking vs. Modeling Relevance. In: HICSS 2006 - 39th Hawaii International International Conference on Systems Science 4-7 January, 2006, Kauai, HI, USA. . Available online

» 2005 «

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Roussinov, Dmitri, Fan, Weiguo and Neves, Fernando A. Das (2005): Semantic verification for fact seeking engines. In: Herzog, Otthein, Schek, Hans-Jörg and Fuhr, Norbert (eds.) Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management October 31 - November 5, 2005, Bremen, Germany. pp. 323-324. Available online

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Roussinov, Dmitri, Fan, Weiguo and Neves, Fernando A. Das (2005): Discretization based learning approach to information retrieval. In: Herzog, Otthein, Schek, Hans-Jörg and Fuhr, Norbert (eds.) Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management October 31 - November 5, 2005, Bremen, Germany. pp. 321-322. Available online

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Cao, Jinwei, Robles-Flores, Jose Antonio, Roussinov, Dmitri and Jr., Jay F. Nunamaker (2005): Automated Question Answering From Lecture Videos: NLP vs. Pattern Matching. In: HICSS 2005 - 38th Hawaii International Conference on System Sciences 3-6 January, 2005, Big Island, HI, USA. . Available online

» 2004 «

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Roussinov, Dmitri and Robles, Jose (2004): Web question answering through automatically learned patterns. In: JCDL04: Proceedings of the 4th ACM/IEEE-CS Joint Conference on Digital Libraries 2004. pp. 347-348. Available online

“While being successful in providing keyword based access to web pages, commercial search portals, such as Google, Yahoo, AltaVista, and AOL, still lack the ability to answer questions expressed in a natural language. We explore the feasibility of a completely trainable approach to the automated question answering on the Web or large scale digital libraries. By using the inherent redundancy of large scale collections, each candidate answer found by the system is triangulated (confirmed or disconfirmed) against other possible answers. Since our approach is entirely self-learning and does not involve any linguistic resources it can be easily implemented within digital libraries or Web search portals.”

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Roussinov, Dmitri and Robles, Jose (2004): Self-learning web question answering system. In: Proceedings of the 2004 International Conference on the World Wide Web 2004. pp. 400-401. Available online

“While being quite successful in providing keyword based access to web pages, commercial search portals, such as Google, Yahoo, AltaVista, and AOL, still lack the ability to answer questions expressed in a natural language. In this paper, we present a probabilistic approach to automated question answering on the Web. Our approach is based on pattern matching and answer triangulation. By taking advantage of the redundancy inherent in the Web, each answer found by the system is triangulated (confirmed or disconfirmed) against other possible answers. Our approach is entirely self-learning: it does not involve any linguistic resources, nor it does require any manual tuning. Thus, the propose approach can easily be replicated in other information systems with large redundancy.”

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» 2003 «

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Roussinov, Dmitri and Zhao, J. Leon (2003): Message Sense Maker: Engineering a Tool Set for Customer Relationship Management. In: HICSS 2003 2003. p. 183. Available online

» 2001 «

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Roussinov, Dmitri, Crowston, Kevin, Nilan, Michael Sanford, Kwasnik, Barbara H., Cai, Jin and Liu, Xiaoyong (2001): Genre based Navigation on the Web. In: HICSS 2001 2001. . Available online

» 2000 «

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Roussinov, Dmitri and McQuaid, Michael (2000): Information Navigation by Clustering and Summarizing Query Results. In: HICSS 2000 2000. . Available online

» 1999 «

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Tolle, Kristin M., Leroy, Gondy, Sewell, Robin, Fang, Ye, Roussinov, Dmitri, Stavri, Zoe and Chen, Hsinchun (1999): Medical Information Access for the New Millennium: UMLS-Enhanced Semantic Parsing and Personalized Medical Agent. In: DL99: Proceedings of the 4th ACM International Conference on Digital Libraries 1999. pp. 252-253. Available online

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Roussinov, Dmitri, Tolle, Kristine, Ramsey, Marshall and Chen, Hsinchun (1999): Interactive Internet Search through Automatic Clustering: An Empirical Study. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 1999. pp. 289-290. Available online

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Roussinov, Dmitri, Tolle, Kristine, Ramsey, Marshall, McQuaid, Michael and Chen, Hsinchun (1999): Visualizing Internet Search Results with Adaptive Self-Organizing Maps. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval 1999. p. 336. Available online

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Jr., Nicholas C. Romano, Roussinov, Dmitri, Nunamaker, Jay F. and Chen, Hsinchun (1999): Collaborative Information Retrieval Environment: Integration of Information Retrieval with Group Support Systems. In: HICSS 1999 1999. . Available online

» 1998 «

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Roussinov, Dmitri and Ramsey, Marshall (1998): Information Forage Through Adaptive Visualization. In: DL98: Proceedings of the 3rd ACM International Conference on Digital Libraries 1998. pp. 303-304. Available online

“Automatically created maps of concepts improve navigation in a collection of text documents. We report our research on leveraging navigation by providing interactively the ability to modify the maps themselves. We believe that this functionality leads to better responsiveness to the user and a more effective search. For this purpose we have created and tested a prototype system that builds and refines in real-time a map of concepts found in Web documents returned by a commercial search engine.”

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14 Feb 2010: Enabled abstracts to be shown on Dmitri Roussinov's author page.
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Publication statistics

Publication period:1998-2008
Publication count:19
Number of co-authors:28

Productive colleagues

Dmitri Roussinov's 3 most productive colleagues in number of publications:

Hsinchun Chen:144
Jay F. Nunamaker:60
Nicholas C. Romano Jr.:34

Collaboration count

Number of publications with 3 favourite co-authors:

Weiguo Fan:4
Hsinchun Chen:4
Marshall Ramsey:3

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Conference Calendar

Mar 21

WritersUA Conf. for Software User Assistance

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UX People

Mar 22

ETRA '10 - Eye Tracking Research & Applications Symp.

Mar 20

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Dmitri Roussinov

Publications by Dmitri Roussinov (bibliography)

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» 2006 «

» 2005 «

» 2004 «

» 2003 «

» 2001 «

» 2000 «

» 1999 «

» 1998 «

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