A novel approach to naturally mine equivalent elements from relative questions

Srinu Chinnam, P. Arun Patnaik


An examination action generally contains hunt down material web pages containing data about the focused on items, find contending items, read audits and recognize upsides and downsides. In this paper we concentrate on discovering an arrangement of practically identical substances given a client's info element. Contrasting one thing and another is original piece of human choice making procedure. On the other hand it is not all the time easy to comprehend what to think about and what are the substitutes. To manage this many-sided quality we introduce a novel approach to consequently mine practically identical substances from near inquiries that clients posted on the web. To verify high exactness and high review we add to a pitifully administered bootstrapping technique for relative inquiry acknowledgment and comparable substance extraction by utilizing an expansive online inquiry chronicle. Both impressively show improvement over a current best in class system.


Mary Elaine Califf and Raymond J. Mooney. 1999. Relational learning of pattern-match rules for information extraction. In Proceedings of AAAI’99 /IAAI’99.

Claire Cardie. 1997. Empirical methods in information extraction. AI magazine, 18:65–79.

Dan Gusfield. 1997. Algorithms on strings, trees, and sequences: computer science and computational biology. Cambridge University Press, New York, NY, USA

Taher H. Haveliwala. 2002. Topic-sensitive pagerank. In Proceedings of WWW ’02, pages 517–526.

Glen Jeh and Jennifer Widom. 2003. Scaling personalized web search. In Proceedings of WWW ’03, pages 271–279.

Nitin Jindal and Bing Liu. 2006a. Identifying comparative sentences in text documents. In Proceedings of SIGIR ’06, pages 244–251.

Nitin Jindal and Bing Liu. 2006b. Mining comparative sentences and relations. In Proceedings of AAAI ’06.

Zornitsa Kozareva, Ellen Riloff, and Eduard Hovy. 2008. Semantic class learning from the web with hyponym pattern linkage graphs. In Proceedings of ACL-08: HLT, pages 1048–1056.

Greg Linden, Brent Smith and Jeremy York. 2003. Amazon.com Recommendations: Item-to-Item Collaborative Filtering. IEEE Internet Computing, pages 76-80.

Raymond J. Mooney and Razvan Bunescu. 2005. Mining knowledge from text using information extraction. ACM SIGKDD Exploration Newsletter, 7(1):3–10.

Dragomir Radev, Weiguo Fan, Hong Qi, and Harris Wu and Amardeep Grewal. 2002. Probabilistic question answering on the web. Journal of the American Society for Information Science and Technology, pages 408–419.

Deepak Ravichandran and Eduard Hovy. 2002. Learning surface text patterns for a question answering system. In Proceedings of ACL ’02, pages 41–47.

Full Text: PDF [Full Text]


  • There are currently no refbacks.

Copyright © 2013, All rights reserved.| ijseat.com

Creative Commons License
International Journal of Science Engineering and Advance Technology is licensed under a Creative Commons Attribution 3.0 Unported License.Based on a work at IJSEat , Permissions beyond the scope of this license may be available at http://creativecommons.org/licenses/by/3.0/deed.en_GB.