{"id":"https://openalex.org/W2256053561","doi":"https://doi.org/10.1145/2835776.2835838","title":"Reducing Click and Skip Errors in Search Result Ranking","display_name":"Reducing Click and Skip Errors in Search Result Ranking","publication_year":2016,"publication_date":"2016-02-04","ids":{"openalex":"https://openalex.org/W2256053561","doi":"https://doi.org/10.1145/2835776.2835838","mag":"2256053561"},"language":"en","primary_location":{"id":"doi:10.1145/2835776.2835838","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2835776.2835838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019675617","display_name":"Jiepu Jiang","orcid":"https://orcid.org/0000-0002-8207-7452"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiepu Jiang","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034070218","display_name":"James Allan","orcid":"https://orcid.org/0000-0003-0132-5694"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Allan","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, USA"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, USA","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019675617"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":1.9905,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88918222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8184571266174316},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.8070187568664551},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.705858051776886},{"id":"https://openalex.org/keywords/learning-to-rank","display_name":"Learning to rank","score":0.6832826137542725},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6389694809913635},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6303027868270874},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.5516423583030701},{"id":"https://openalex.org/keywords/click-through-rate","display_name":"Click-through rate","score":0.468955934047699},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45055368542671204},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08526498079299927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8184571266174316},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8070187568664551},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.705858051776886},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.6832826137542725},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6389694809913635},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6303027868270874},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.5516423583030701},{"id":"https://openalex.org/C115174607","wikidata":"https://www.wikidata.org/wiki/Q1100934","display_name":"Click-through rate","level":2,"score":0.468955934047699},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45055368542671204},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08526498079299927},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2835776.2835838","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2835776.2835838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Ninth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W189820367","https://openalex.org/W1609424028","https://openalex.org/W1685426458","https://openalex.org/W1987438896","https://openalex.org/W1992549066","https://openalex.org/W2004089651","https://openalex.org/W2026778588","https://openalex.org/W2026784708","https://openalex.org/W2028009320","https://openalex.org/W2031858317","https://openalex.org/W2032691242","https://openalex.org/W2055007736","https://openalex.org/W2079075606","https://openalex.org/W2090883204","https://openalex.org/W2099213975","https://openalex.org/W2099391294","https://openalex.org/W2099768249","https://openalex.org/W2105981469","https://openalex.org/W2106630408","https://openalex.org/W2108415592","https://openalex.org/W2111182641","https://openalex.org/W2115584760","https://openalex.org/W2119074598","https://openalex.org/W2123958332","https://openalex.org/W2125771191","https://openalex.org/W2127840217","https://openalex.org/W2136542423","https://openalex.org/W2137931117","https://openalex.org/W2139005824","https://openalex.org/W2140188249","https://openalex.org/W2153253904","https://openalex.org/W2153783077","https://openalex.org/W2154792348","https://openalex.org/W2155587858","https://openalex.org/W2165474780","https://openalex.org/W2171664132","https://openalex.org/W4240913316"],"related_works":["https://openalex.org/W3127142483","https://openalex.org/W3160516639","https://openalex.org/W4385565564","https://openalex.org/W2898073868","https://openalex.org/W2138488530","https://openalex.org/W2971071571","https://openalex.org/W2798835721","https://openalex.org/W2387658907","https://openalex.org/W2922169395","https://openalex.org/W25098770"],"abstract_inverted_index":{"Search":[0],"engines":[1],"provide":[2],"result":[3,20,51],"summaries":[4],"to":[5,16,40,77,86],"help":[6],"users":[7,26,82],"quickly":[8],"identify":[9],"whether":[10],"or":[11],"not":[12],"it":[13,94],"is":[14],"worthwhile":[15],"click":[17,61,87,101,113],"on":[18,88],"a":[19,90,118],"and":[21,59,62,114],"read":[22],"in":[23,49,124],"detail.":[24],"However,":[25],"may":[27],"visit":[28],"non-relevant":[29,96],"results":[30,58,104],"and/or":[31],"skip":[32,63,115],"relevant":[33,72],"ones.":[34],"These":[35],"actions":[36],"are":[37,83],"usually":[38],"harmful":[39],"the":[41,66,79,112],"user":[42,60],"experience,":[43],"but":[44],"few":[45],"considered":[46],"this":[47,106],"problem":[48],"search":[50],"ranking.":[52],"This":[53],"paper":[54],"optimizes":[55],"relevance":[56],"of":[57,111,121],"activities":[64],"at":[65,89],"same":[67],"time.":[68],"Comparing":[69],"two":[70],"equally":[71],"results,":[73],"our":[74],"approach":[75,107],"learns":[76],"rank":[78],"one":[80],"that":[81],"more":[84],"likely":[85],"higher":[91],"position.":[92],"Similarly,":[93],"demotes":[95],"web":[97],"pages":[98],"with":[99,117],"high":[100],"probabilities.":[102],"Experimental":[103],"show":[105],"reduces":[108],"about":[109],"10%-20%":[110],"errors":[116],"trade":[119],"off":[120],"2.1%":[122],"decline":[123],"[email":[125],"protected]":[126]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}