Evaluating implicit measures to improve web search

@article{citeulike:637563, address = {New York, NY, USA}, author = {Fox, Steve and Karnawat, Kuldeep and Mydland, Mark and Dumais, Susan and White, Thomas }, citeulike-article-id = {637563}, comment = {Models user satisfaction with a query or with an entire search trail using features extracted by instrumenting the browser. Potential useful implicit feedback includes: examination (looking at a page), retention (bookmarking a page), and reference from [Oaard and Kim 1998]. Features included dwelling time, scrolls, position of a click in the result set, exit type, image count in target page, etc. Two important features are dwelling time and exit-type. Printing and bookmarking are correlated with satisfaction too but they are very rare. Also uses "gene analysis" (similar to the general patterns of [Catledge and Pitkow 1995]). These are general patterns such as query-resultspage-click-resultspage-click-exit or query-resultspage-click-exit. A single query-resultspage-click-exit is a good predictor of satisfaction.}, doi = {http://dx.doi.org/10.1145/1059981.1059982}, issn = {1046-8188}, journal = {ACM Trans. Inf. Syst.}, keywords = {clicks, ranking}, month = {April}, number = {2}, pages = {147--168}, posted-at = {2008-07-09 11:08:31}, priority = {0}, publisher = {ACM Press}, title = {Evaluating implicit measures to improve web search}, url = {http://dx.doi.org/10.1145/1059981.1059982}, volume = {23}, year = {2005} }

TY - JOUR ID - citeulike:637563 L3 - citeulike-article-id:637563 TI - Evaluating implicit measures to improve web search JF - ACM Trans. Inf. Syst. VL - 23 IS - 2 SP - 147 EP - 168 AD - New York, NY, USA PB - ACM Press SN - 1046-8188 KW - clicks KW - ranking N1 - Models user satisfaction with a query or with an entire search trail using features extracted by instrumenting the browser. Potential useful implicit feedback includes: examination (looking at a page), retention (bookmarking a page), and reference from [Oaard and Kim 1998]. Features included dwelling time, scrolls, position of a click in the result set, exit type, image count in target page, etc. Two important features are dwelling time and exit-type. Printing and bookmarking are correlated with satisfaction too but they are very rare. Also uses "gene analysis" (similar to the general patterns of [Catledge and Pitkow 1995]). These are general patterns such as query-resultspage-click-resultspage-click-exit or query-resultspage-click-exit. A single query-resultspage-click-exit is a good predictor of satisfaction. AU - Fox, Steve AU - Karnawat, Kuldeep AU - Mydland, Mark AU - Dumais, Susan AU - White, Thomas PY - 2005/04// UR - http://dx.doi.org/10.1145/1059981.1059982 ER -