{"id":"https://openalex.org/W3128338244","doi":"https://doi.org/10.1145/3443279.3443291","title":"A Classification on Different Aspects of User Modelling in Personalized Web Search","display_name":"A Classification on Different Aspects of User Modelling in Personalized Web Search","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3128338244","doi":"https://doi.org/10.1145/3443279.3443291","mag":"3128338244"},"language":"en","primary_location":{"id":"doi:10.1145/3443279.3443291","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443279.3443291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval","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/A5032265449","display_name":"Sara Abri","orcid":"https://orcid.org/0000-0001-6637-9787"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sara Abri","raw_affiliation_strings":["Mavinci Informatics Inc. Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Mavinci Informatics Inc. Ankara, Turkey","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026482781","display_name":"Rayan Abri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rayan Abri","raw_affiliation_strings":["Mavinci Informatics Inc. Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Mavinci Informatics Inc. Ankara, Turkey","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077448010","display_name":"Salih \u00c7etin","orcid":"https://orcid.org/0009-0003-1713-702X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salih Cetin","raw_affiliation_strings":["Mavinci Informatics Inc. Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Mavinci Informatics Inc. Ankara, Turkey","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032265449"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8683,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.89742523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"194","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9995999932289124,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9937999844551086,"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":0.965399980545044,"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/personalization","display_name":"Personalization","score":0.89409339427948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8360873460769653},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.8020539283752441},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7268278002738953},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.51529860496521},{"id":"https://openalex.org/keywords/user-profile","display_name":"User profile","score":0.5017435550689697},{"id":"https://openalex.org/keywords/user-information","display_name":"User information","score":0.4785362184047699},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4769022464752197},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.45616891980171204},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.4238867163658142},{"id":"https://openalex.org/keywords/user-requirements-document","display_name":"User requirements document","score":0.4199671149253845},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4154312014579773},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.39906150102615356},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36660125851631165},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32719892263412476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32454705238342285},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.2326326072216034},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08666154742240906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08090603351593018}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.89409339427948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8360873460769653},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.8020539283752441},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7268278002738953},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.51529860496521},{"id":"https://openalex.org/C2780150774","wikidata":"https://www.wikidata.org/wiki/Q252500","display_name":"User profile","level":2,"score":0.5017435550689697},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.4785362184047699},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4769022464752197},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.45616891980171204},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.4238867163658142},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.4199671149253845},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4154312014579773},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.39906150102615356},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36660125851631165},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32719892263412476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32454705238342285},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2326326072216034},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08666154742240906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08090603351593018},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3443279.3443291","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443279.3443291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval","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":14,"referenced_works":["https://openalex.org/W29157085","https://openalex.org/W1550363981","https://openalex.org/W1602867477","https://openalex.org/W1765191437","https://openalex.org/W2046083725","https://openalex.org/W2061503185","https://openalex.org/W2095976990","https://openalex.org/W2139726966","https://openalex.org/W2152683961","https://openalex.org/W2250545651","https://openalex.org/W2562898347","https://openalex.org/W3043170443","https://openalex.org/W4242619371","https://openalex.org/W6683415266"],"related_works":["https://openalex.org/W2140379697","https://openalex.org/W2480802486","https://openalex.org/W2373502147","https://openalex.org/W2199139639","https://openalex.org/W2158384794","https://openalex.org/W1569985004","https://openalex.org/W2390085196","https://openalex.org/W1977213526","https://openalex.org/W2355494699","https://openalex.org/W1978260835"],"abstract_inverted_index":{"In":[0,104,121],"the":[1,22,38,42,47,57,63,75,83,89,105,115,130,158,173],"context":[2],"of":[3,11,18,24,37,44,101,118,133,146,153],"personalization":[4,25,45],"has":[5],"recently":[6],"been":[7],"doing":[8],"a":[9,94,111,140,151],"lot":[10],"researches":[12],"and":[13,55,66,68,88,144,149,161,163],"applications.":[14,103],"A":[15],"common":[16],"component":[17],"all":[19],"research":[20,162],"in":[21,41,46,56,99,170],"field":[23,43],"is":[26,50,60,97],"user":[27,32,39,85,95,119,134,147,154],"modeling":[28,40,148,155],"that":[29],"also":[30],"called":[31],"profiling.":[33],"The":[34],"main":[35],"work":[36],"first":[48],"step":[49,59],"capturing":[51],"information":[52,72,81],"about":[53,82],"users":[54],"next":[58],"to":[61,79,92,138,168],"identify":[62],"user's":[64],"preferences":[65],"interests":[67],"efficient":[69],"use":[70],"this":[71,122],"for":[73],"increasing":[74],"retrieval":[76],"performance.":[77],"How":[78],"collect":[80],"user,":[84],"model":[86,96],"structures":[87],"used":[90],"techniques":[91,145],"create":[93],"different":[98],"each":[100],"personalized":[102],"previous":[106],"studies,":[107],"there":[108],"was":[109],"not":[110],"complete":[112],"classification":[113,128,152],"on":[114,129,142,172],"major":[116,131],"dimensions":[117,132],"models.":[120,135],"research,":[123],"we":[124,164],"present":[125,139],"an":[126],"appropriate":[127],"We":[136],"aim":[137],"survey":[141],"applications":[143],"make":[150],"by":[156],"considering":[157],"existing":[159],"literature":[160],"hope":[165],"can":[166],"help":[167],"researchers":[169],"better-developing":[171],"area.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
