%0 Conference Paper %1 Kaur:2005:CLW:1054972.1054980 %A Kaur, Ishwinder %A Hornof, Anthony J. %B Proceedings of the SIGCHI Conference on Human Factors in Computing Systems %C New York, NY, USA %D 2005 %I ACM %K lsa relatedness semantic toread wordnet %P 51--60 %R 10.1145/1054972.1054980 %T A comparison of LSA, wordNet and PMI-IR for predicting user click behavior %U http://doi.acm.org/10.1145/1054972.1054980 %X A predictive tool to simulate human visual search behavior would help interface designers inform and validate their design. Such a tool would benefit from a semantic component that would help predict search behavior even in the absence of exact textual matches between goal and target. This paper discusses a comparison of three semantic systems-LSA, WordNet and PMI-IR-to evaluate their performance in predicting the link that people would select given an information goal and a webpage. PMI-IR best predicted human performance as observed in a user study. %@ 1-58113-998-5

@inproceedings{Kaur:2005:CLW:1054972.1054980, abstract = {A predictive tool to simulate human visual search behavior would help interface designers inform and validate their design. Such a tool would benefit from a semantic component that would help predict search behavior even in the absence of exact textual matches between goal and target. This paper discusses a comparison of three semantic systems-LSA, WordNet and PMI-IR-to evaluate their performance in predicting the link that people would select given an information goal and a webpage. PMI-IR best predicted human performance as observed in a user study.}, acmid = {1054980}, added-at = {2013-04-23T17:50:39.000+0200}, address = {New York, NY, USA}, author = {Kaur, Ishwinder and Hornof, Anthony J.}, biburl = {https://www.bibsonomy.org/bibtex/2f8c070cb738ea82a40838b1eb8257e31/hotho}, booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems}, description = {A comparison of LSA, wordNet and PMI-IR for predicting user click behavior}, doi = {10.1145/1054972.1054980}, interhash = {ea35528c6c3ea3ca64cbbd6c6ae631ae}, intrahash = {f8c070cb738ea82a40838b1eb8257e31}, isbn = {1-58113-998-5}, keywords = {lsa relatedness semantic toread wordnet}, location = {Portland, Oregon, USA}, numpages = {10}, pages = {51--60}, publisher = {ACM}, series = {CHI '05}, timestamp = {2013-04-23T17:50:40.000+0200}, title = {A comparison of LSA, wordNet and PMI-IR for predicting user click behavior}, url = {http://doi.acm.org/10.1145/1054972.1054980}, year = 2005 }