{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T06:11:07Z","timestamp":1775283067320,"version":"3.50.1"},"reference-count":48,"publisher":"Association for Computing Machinery (ACM)","issue":"3","license":[{"start":{"date-parts":[[2008,7,1]],"date-time":"2008-07-01T00:00:00Z","timestamp":1214870400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Web"],"published-print":{"date-parts":[[2008,7]]},"abstract":"<jats:p>This article presents a novel Web search interaction feature that for a given query provides links to Web sites frequently visited by other users with similar information needs. These popular destinations complement traditional search results, allowing direct navigation to authoritative resources for the query topic. Destinations are identified using the history of the search and browsing behavior of many users over an extended time period, and their collective behavior provides a basis for computing source authority. They are drawn from the end of users' postquery browse trails where users may cease searching once they find relevant information. We describe a user study that compared the suggestion of destinations with the previously proposed suggestion of related queries as well as with traditional, unaided Web search. Results show that search enhanced by query suggestions outperforms other systems in terms of subject perceptions and search effectiveness for fact-finding search tasks. However, search enhanced by destination suggestions performs best for exploratory tasks with its best performance obtained from mining past user behavior at query-level granularity. We discuss the implications of these and other findings from our study for the design of search systems that utilize user behavior, in particular, user browse trails and popular destinations.<\/jats:p>","DOI":"10.1145\/1377488.1377490","type":"journal-article","created":{"date-parts":[[2008,7,8]],"date-time":"2008-07-08T16:02:15Z","timestamp":1215532935000},"page":"1-30","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":14,"title":["Leveraging popular destinations to enhance Web search interaction"],"prefix":"10.1145","volume":"2","author":[{"given":"Ryen W.","family":"White","sequence":"first","affiliation":[{"name":"Microsoft Research, Redmond, WA"}]},{"given":"Mikhail","family":"Bilenko","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA"}]},{"given":"Silviu","family":"Cucerzan","sequence":"additional","affiliation":[{"name":"Microsoft Research, Redmond, WA"}]}],"member":"320","published-online":{"date-parts":[[2008,7,8]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148177"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148175"},{"key":"e_1_2_1_3_1","volume-title":"Proceedings of the International Joint Conference on Artificial Intelligence. 879--884","author":"Anderson C.","unstructured":"Anderson , C. , Domingos , P. , and Weld , D. S . 2001. Adaptive Web navigation for wireless devices . In Proceedings of the International Joint Conference on Artificial Intelligence. 879--884 . Anderson, C., Domingos, P., and Weld, D. S. 2001. Adaptive Web navigation for wireless devices. In Proceedings of the International Joint Conference on Artificial Intelligence. 879--884."},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/860435.860453"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1108\/EUM0000000007187"},{"key":"e_1_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1145\/347090.347176"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/1367497.1367505"},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1108\/EUM0000000007110"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/227181.227186"},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/365024.365331"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/0169-7552(95)00043-7"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.5555\/297805.297861"},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277784"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1097-4571(198711)38:6%3C389::AID-ASI1%3E3.0.CO;2-4"},{"key":"e_1_2_1_15_1","volume-title":"Proceedings of the International Joint Conference on Artificial Intelligence. 1465--1472","author":"Downey D.","unstructured":"Downey , D. , Dumais , S. , and Horvitz , E . 2007. Models of searching and browsing: Languages, studies and applications . In Proceedings of the International Joint Conference on Artificial Intelligence. 1465--1472 . Downey, D., Dumais, S., and Horvitz, E. 2007. Models of searching and browsing: Languages, studies and applications. In Proceedings of the International Joint Conference on Artificial Intelligence. 1465--1472."},{"key":"e_1_2_1_16_1","volume-title":"TREC: Experiment and Evaluation in Information Retrieval","author":"Dumais S. T.","year":"2005","unstructured":"Dumais , S. T. and Belkin , N. J . 2005 . The TREC interactive tracks: Putting the user into search. In E. M. Voorhees and D. K. Harman, Eds . TREC: Experiment and Evaluation in Information Retrieval , MIT Press , Cambridge, MA , 123--153. Dumais, S. T. and Belkin, N. J. 2005. The TREC interactive tracks: Putting the user into search. In E. M. Voorhees and D. K. Harman, Eds. TREC: Experiment and Evaluation in Information Retrieval, MIT Press, Cambridge, MA, 123--153."},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/1059981.1059982"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/317456.317480"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/32206.32212"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.3115\/1225403.1225410"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2004.10.007"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775067"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1076034.1076063"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/1135777.1135835"},{"key":"e_1_2_1_25_1","volume-title":"Proceedings of the ACM-SIAM Symposium on Discrete Algorithms. 668--677","author":"Kleinberg J.","year":"1998","unstructured":"Kleinberg , J. 1998 . Authoritative sources in a hyperlinked environment . In Proceedings of the ACM-SIAM Symposium on Discrete Algorithms. 668--677 . Kleinberg, J. 1998. Authoritative sources in a hyperlinked environment. In Proceedings of the ACM-SIAM Symposium on Discrete Algorithms. 668--677."},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1145\/238386.238487"},{"key":"e_1_2_1_27_1","unstructured":"Newell A. and Simon H. 1972. Human Problem Solving. Prentice-Hall Englewood Cliffs NJ.   Newell A. and Simon H. 1972. Human Problem Solving. Prentice-Hall Englewood Cliffs NJ."},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/169059.169365"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/238386.238450"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/258549.258805"},{"key":"e_1_2_1_31_1","volume-title":"Proceedings of the USENIX Symposium. 139--150","author":"Pitkow J.","unstructured":"Pitkow , J. and Pirolli , P . 1999. Mining longest repeating subsequences to predict World Wide Web surfing . In Proceedings of the USENIX Symposium. 139--150 . Pitkow, J. and Pirolli, P. 1999. Mining longest repeating subsequences to predict World Wide Web surfing. In Proceedings of the USENIX Symposium. 139--150."},{"key":"e_1_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081899"},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/192844.192905"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/0306-4573(88)90021-0"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/352871.352887"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/223904.223931"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/331403.331405"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/1148170.1148250"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-004-5270-4"},{"key":"e_1_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/985692.985745"},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/1135777.1135802"},{"key":"e_1_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1145\/302979.303060"},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/1080343.1080347"},{"key":"e_1_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242576"},{"key":"e_1_2_1_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2006.06.005"},{"key":"e_1_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/1277741.1277771"},{"key":"e_1_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/1031171.1031192"},{"key":"e_1_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/984321.984322"}],"container-title":["ACM Transactions on the Web"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1377488.1377490","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1377488.1377490","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:57:55Z","timestamp":1750255075000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1377488.1377490"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,7]]},"references-count":48,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2008,7]]}},"alternative-id":["10.1145\/1377488.1377490"],"URL":"https:\/\/doi.org\/10.1145\/1377488.1377490","relation":{},"ISSN":["1559-1131","1559-114X"],"issn-type":[{"value":"1559-1131","type":"print"},{"value":"1559-114X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,7]]},"assertion":[{"value":"2007-10-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2008-05-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2008-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}