Segment-level display time as implicit feedback: a comparison to eye tracking
G. Buscher, L. van Elst, and A. Dengel. SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, page 67--74. New York, NY, USA, ACM, (2009)
DOI: 10.1145/1571941.1571955
Abstract
We examine two basic sources for implicit relevance feedback on the segment level for search personalization: eye tracking and display time. A controlled study has been conducted where 32 participants had to view documents in front of an eye tracker, query a search engine, and give explicit relevance ratings for the results. We examined the performance of the basic implicit feedback methods with respect to improved ranking and compared their performance to a pseudo relevance feedback baseline on the segment level and the original ranking of a Web search engine.
%0 Conference Paper
%1 citeulike:6698262
%A Buscher, Georg
%A van Elst, Ludger
%A Dengel, Andreas
%B SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
%C New York, NY, USA
%D 2009
%I ACM
%K eye-tracking relevance-feedback
%P 67--74
%R 10.1145/1571941.1571955
%T Segment-level display time as implicit feedback: a comparison to eye tracking
%U http://dx.doi.org/10.1145/1571941.1571955
%X We examine two basic sources for implicit relevance feedback on the segment level for search personalization: eye tracking and display time. A controlled study has been conducted where 32 participants had to view documents in front of an eye tracker, query a search engine, and give explicit relevance ratings for the results. We examined the performance of the basic implicit feedback methods with respect to improved ranking and compared their performance to a pseudo relevance feedback baseline on the segment level and the original ranking of a Web search engine.
%@ 978-1-60558-483-6
@inproceedings{citeulike:6698262,
abstract = {{We examine two basic sources for implicit relevance feedback on the segment level for search personalization: eye tracking and display time. A controlled study has been conducted where 32 participants had to view documents in front of an eye tracker, query a search engine, and give explicit relevance ratings for the results. We examined the performance of the basic implicit feedback methods with respect to improved ranking and compared their performance to a pseudo relevance feedback baseline on the segment level and the original ranking of a Web search engine.}},
added-at = {2018-03-19T12:24:51.000+0100},
address = {New York, NY, USA},
author = {Buscher, Georg and van Elst, Ludger and Dengel, Andreas},
biburl = {https://www.bibsonomy.org/bibtex/2c147fcbe127d16d9c78507bc7b992ea0/aho},
booktitle = {SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval},
citeulike-article-id = {6698262},
citeulike-linkout-0 = {http://portal.acm.org/citation.cfm?id=1571955},
citeulike-linkout-1 = {http://dx.doi.org/10.1145/1571941.1571955},
doi = {10.1145/1571941.1571955},
interhash = {dd8027a66e72fcab4d894c6d64e21769},
intrahash = {c147fcbe127d16d9c78507bc7b992ea0},
isbn = {978-1-60558-483-6},
keywords = {eye-tracking relevance-feedback},
location = {Boston, MA, USA},
pages = {67--74},
posted-at = {2010-08-19 04:56:58},
priority = {2},
publisher = {ACM},
timestamp = {2018-03-19T12:24:51.000+0100},
title = {{Segment-level display time as implicit feedback: a comparison to eye tracking}},
url = {http://dx.doi.org/10.1145/1571941.1571955},
year = 2009
}