{"id":"https://openalex.org/W2312920711","doi":"https://doi.org/10.1145/2856767.2856786","title":"Beyond Relevance","display_name":"Beyond Relevance","publication_year":2016,"publication_date":"2016-03-03","ids":{"openalex":"https://openalex.org/W2312920711","doi":"https://doi.org/10.1145/2856767.2856786","mag":"2312920711"},"language":"en","primary_location":{"id":"doi:10.1145/2856767.2856786","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2856767.2856786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Intelligent User Interfaces","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/A5019998969","display_name":"Kumaripaba Athukorala","orcid":null},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kumaripaba Athukorala","raw_affiliation_strings":["Helsinki Institute for Information Technology HIIT, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology HIIT, Helsinki, Finland","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007118986","display_name":"Alan Medlar","orcid":"https://orcid.org/0000-0002-5139-9483"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Alan Medlar","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003084232","display_name":"Antti Oulasvirta","orcid":"https://orcid.org/0000-0002-2498-7837"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Oulasvirta","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074899838","display_name":"Giulio Jacucci","orcid":"https://orcid.org/0000-0002-9185-7928"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Giulio Jacucci","raw_affiliation_strings":["Aalto University, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001270670","display_name":"Dorota G\u0142owacka","orcid":"https://orcid.org/0000-0001-7008-3380"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Dorota Glowacka","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.8329,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.97694502,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9692999720573425,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9593999981880188,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8256256580352783},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.6689260601997375},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5514548420906067},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5372146964073181},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.4842476546764374},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4812159836292267},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.46412089467048645},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.45001286268234253},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.43060722947120667},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.42482486367225647},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3284760117530823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3096192479133606},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06570404767990112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256256580352783},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.6689260601997375},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5514548420906067},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5372146964073181},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.4842476546764374},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4812159836292267},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.46412089467048645},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.45001286268234253},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.43060722947120667},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.42482486367225647},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3284760117530823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3096192479133606},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06570404767990112},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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:10.1145/2856767.2856786","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2856767.2856786","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W72634186","https://openalex.org/W831990066","https://openalex.org/W1244079914","https://openalex.org/W1504694836","https://openalex.org/W1730692908","https://openalex.org/W1948935217","https://openalex.org/W1966951973","https://openalex.org/W1970989538","https://openalex.org/W1983305247","https://openalex.org/W1983573987","https://openalex.org/W1986554116","https://openalex.org/W1998084297","https://openalex.org/W1998467524","https://openalex.org/W2000122588","https://openalex.org/W2007750197","https://openalex.org/W2023599408","https://openalex.org/W2024081693","https://openalex.org/W2037802158","https://openalex.org/W2040164741","https://openalex.org/W2069100993","https://openalex.org/W2080493390","https://openalex.org/W2085656890","https://openalex.org/W2095627566","https://openalex.org/W2097720891","https://openalex.org/W2099419573","https://openalex.org/W2099561919","https://openalex.org/W2108114251","https://openalex.org/W2114681441","https://openalex.org/W2115787195","https://openalex.org/W2118322263","https://openalex.org/W2124063543","https://openalex.org/W2125055259","https://openalex.org/W2135797932","https://openalex.org/W2139164688","https://openalex.org/W2142830965","https://openalex.org/W2143803341","https://openalex.org/W2143991132","https://openalex.org/W2145139979","https://openalex.org/W2151049666","https://openalex.org/W2153252192","https://openalex.org/W2158493588","https://openalex.org/W2501639669","https://openalex.org/W4238998169","https://openalex.org/W4251308671"],"related_works":["https://openalex.org/W2150136235","https://openalex.org/W2053591227","https://openalex.org/W2581240705","https://openalex.org/W2041353081","https://openalex.org/W2568183987","https://openalex.org/W2367099342","https://openalex.org/W2086952914","https://openalex.org/W2151478938","https://openalex.org/W2592213114","https://openalex.org/W1563937327"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,28,38,44,102],"novel":[3],"adaptation":[4],"technique":[5],"for":[6,88,109],"search":[7,48],"engines":[8],"to":[9,101],"better":[10],"support":[11],"information-seeking":[12],"activities":[13],"that":[14,30,50],"include":[15,76],"both":[16,64],"lookup":[17,89,110],"and":[18,42,84],"exploratory":[19,97],"tasks.":[20,90,111],"Building":[21],"on":[22],"previous":[23],"findings,":[24],"we":[25],"describe":[26],"(1)":[27],"classifier":[29],"recognizes":[31],"task":[32,65],"type":[33],"(lookup":[34],"vs.":[35],"exploratory)":[36],"as":[37],"user":[39],"is":[40,106],"searching":[41],"(2)":[43],"reinforcement":[45],"learning":[46],"based":[47],"engine":[49],"adapts":[51],"accordingly":[52],"the":[53,59,70],"balance":[54],"of":[55],"exploration/exploitation":[56],"in":[57,96],"ranking":[58],"documents.":[60],"This":[61],"allows":[62],"supporting":[63],"types":[66],"surreptitiously":[67],"without":[68],"changing":[69],"familiar":[71],"list-based":[72],"interface.":[73],"Search":[74],"results":[75,79,87,95],"more":[77,85,93],"diverse":[78],"when":[80,99],"users":[81],"are":[82],"exploring":[83],"precise":[86],"Users":[91],"found":[92],"useful":[94],"tasks":[98],"compared":[100],"base-line":[103],"system,":[104],"which":[105],"specifically":[107],"tuned":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
