{"id":"https://openalex.org/W2940817010","doi":"https://doi.org/10.1109/tkde.2019.2913651","title":"User Group Analytics Survey and Research Opportunities","display_name":"User Group Analytics Survey and Research Opportunities","publication_year":2019,"publication_date":"2019-04-27","ids":{"openalex":"https://openalex.org/W2940817010","doi":"https://doi.org/10.1109/tkde.2019.2913651","mag":"2940817010"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2019.2913651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2913651","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-02972499","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074877973","display_name":"Behrooz Omidvar-Tehrani","orcid":"https://orcid.org/0000-0001-9103-0114"},"institutions":[{"id":"https://openalex.org/I60922564","display_name":"Naver (South Korea)","ror":"https://ror.org/04nzrnx83","country_code":"KR","type":"company","lineage":["https://openalex.org/I60922564"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Behrooz Omidvar-Tehrani","raw_affiliation_strings":["NAVER LABS Europe, Meylan, France","Naver Labs Europe [Meylan]"],"raw_orcid":"https://orcid.org/0000-0001-9103-0114","affiliations":[{"raw_affiliation_string":"NAVER LABS Europe, Meylan, France","institution_ids":[]},{"raw_affiliation_string":"Naver Labs Europe [Meylan]","institution_ids":["https://openalex.org/I60922564"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081664259","display_name":"Sihem Amer-Yahia","orcid":"https://orcid.org/0000-0002-6194-4502"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sihem Amer-Yahia","raw_affiliation_strings":["CNRS, Univ. Grenoble Alpes, Grenoble, France","Laboratoire d'Informatique de Grenoble"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, Univ. Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I899635006"]},{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble","institution_ids":["https://openalex.org/I4210104430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7958,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.72763116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"32","issue":"10","first_page":"2040","last_page":"2059"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9868000149726868,"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":0.7638731002807617},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6834316253662109},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5931403040885925},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5420359969139099},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5104779005050659},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4751175045967102},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4675254821777344},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural analytics","score":0.46254676580429077},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44773760437965393},{"id":"https://openalex.org/keywords/semantic-analytics","display_name":"Semantic analytics","score":0.20777380466461182},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19776606559753418},{"id":"https://openalex.org/keywords/web-service","display_name":"Web service","score":0.14072200655937195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7638731002807617},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6834316253662109},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5931403040885925},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5420359969139099},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5104779005050659},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4751175045967102},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4675254821777344},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.46254676580429077},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44773760437965393},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.20777380466461182},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19776606559753418},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.14072200655937195},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C162005631","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Data Web","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tkde.2019.2913651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2019.2913651","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02972499v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02972499","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering, 2020, &#x27E8;10.1109/TKDE.2019.2913651&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02972499v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02972499","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Knowledge and Data Engineering, 2020, &#x27E8;10.1109/TKDE.2019.2913651&#x27E9;","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G1041279674","display_name":"MIAI @ Grenoble Alpes","funder_award_id":"ANR-19-P3IA-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":200,"referenced_works":["https://openalex.org/W49973572","https://openalex.org/W180302358","https://openalex.org/W277554226","https://openalex.org/W279479839","https://openalex.org/W1517003397","https://openalex.org/W1520890006","https://openalex.org/W1522502157","https://openalex.org/W1524811847","https://openalex.org/W1556219185","https://openalex.org/W1560147776","https://openalex.org/W1565608089","https://openalex.org/W1590503460","https://openalex.org/W1594453896","https://openalex.org/W1894548183","https://openalex.org/W1906453299","https://openalex.org/W1933214722","https://openalex.org/W1939177925","https://openalex.org/W1953652583","https://openalex.org/W1964419312","https://openalex.org/W1966027336","https://openalex.org/W1970101292","https://openalex.org/W1977496278","https://openalex.org/W1979000117","https://openalex.org/W1980602368","https://openalex.org/W1981417095","https://openalex.org/W1987320483","https://openalex.org/W1988711344","https://openalex.org/W1993971593","https://openalex.org/W1994367916","https://openalex.org/W1994432310","https://openalex.org/W2002544066","https://openalex.org/W2003658560","https://openalex.org/W2005137275","https://openalex.org/W2013728941","https://openalex.org/W2024834471","https://openalex.org/W2028113824","https://openalex.org/W2034718992","https://openalex.org/W2035916238","https://openalex.org/W2043144130","https://openalex.org/W2043396212","https://openalex.org/W2044222306","https://openalex.org/W2044240216","https://openalex.org/W2047182010","https://openalex.org/W2057444996","https://openalex.org/W2071527136","https://openalex.org/W2075038621","https://openalex.org/W2077443691","https://openalex.org/W2079885973","https://openalex.org/W2081315591","https://openalex.org/W2083619093","https://openalex.org/W2084157290","https://openalex.org/W2091341267","https://openalex.org/W2092874619","https://openalex.org/W2093457890","https://openalex.org/W2095368000","https://openalex.org/W2096739311","https://openalex.org/W2097722173","https://openalex.org/W2102297485","https://openalex.org/W2102664288","https://openalex.org/W2104550444","https://openalex.org/W2105552354","https://openalex.org/W2106441507","https://openalex.org/W2107285475","https://openalex.org/W2107662820","https://openalex.org/W2108150886","https://openalex.org/W2111002549","https://openalex.org/W2111347866","https://openalex.org/W2112438927","https://openalex.org/W2113411758","https://openalex.org/W2116007667","https://openalex.org/W2121955354","https://openalex.org/W2125050594","https://openalex.org/W2126106168","https://openalex.org/W2130926213","https://openalex.org/W2132881639","https://openalex.org/W2135708569","https://openalex.org/W2137190827","https://openalex.org/W2138199375","https://openalex.org/W2140293566","https://openalex.org/W2142375316","https://openalex.org/W2142493242","https://openalex.org/W2145154883","https://openalex.org/W2145932132","https://openalex.org/W2147468287","https://openalex.org/W2148117599","https://openalex.org/W2148893894","https://openalex.org/W2151401338","https://openalex.org/W2152922709","https://openalex.org/W2153339042","https://openalex.org/W2154391837","https://openalex.org/W2155912844","https://openalex.org/W2158512572","https://openalex.org/W2161768947","https://openalex.org/W2162253283","https://openalex.org/W2165284015","https://openalex.org/W2165438843","https://openalex.org/W2167338201","https://openalex.org/W2170782527","https://openalex.org/W2181474322","https://openalex.org/W2187089797","https://openalex.org/W2204875540","https://openalex.org/W2219888463","https://openalex.org/W2231162939","https://openalex.org/W2245828441","https://openalex.org/W2257756289","https://openalex.org/W2284046019","https://openalex.org/W2286125826","https://openalex.org/W2290079659","https://openalex.org/W2294059532","https://openalex.org/W2295258851","https://openalex.org/W2296014558","https://openalex.org/W2319824271","https://openalex.org/W2340432473","https://openalex.org/W2373263324","https://openalex.org/W2375074454","https://openalex.org/W2389589064","https://openalex.org/W2394764681","https://openalex.org/W2398191069","https://openalex.org/W2401646429","https://openalex.org/W2408574227","https://openalex.org/W2411085520","https://openalex.org/W2432205972","https://openalex.org/W2434386361","https://openalex.org/W2463283787","https://openalex.org/W2476149316","https://openalex.org/W2486648592","https://openalex.org/W2492250339","https://openalex.org/W2507941764","https://openalex.org/W2508354510","https://openalex.org/W2510476599","https://openalex.org/W2510534345","https://openalex.org/W2512646345","https://openalex.org/W2513314912","https://openalex.org/W2516423421","https://openalex.org/W2516678343","https://openalex.org/W2517444746","https://openalex.org/W2518579368","https://openalex.org/W2518646049","https://openalex.org/W2528743325","https://openalex.org/W2535448849","https://openalex.org/W2547092557","https://openalex.org/W2547104946","https://openalex.org/W2547646153","https://openalex.org/W2560713231","https://openalex.org/W2562389319","https://openalex.org/W2567698689","https://openalex.org/W2578258840","https://openalex.org/W2584170284","https://openalex.org/W2591700809","https://openalex.org/W2593083061","https://openalex.org/W2594188495","https://openalex.org/W2604477445","https://openalex.org/W2611538506","https://openalex.org/W2614040945","https://openalex.org/W2625773614","https://openalex.org/W2626561790","https://openalex.org/W2734601503","https://openalex.org/W2735080104","https://openalex.org/W2741537920","https://openalex.org/W2742491462","https://openalex.org/W2743746124","https://openalex.org/W2744390776","https://openalex.org/W2746779550","https://openalex.org/W2750605747","https://openalex.org/W2751051411","https://openalex.org/W2751926289","https://openalex.org/W2752202880","https://openalex.org/W2753739231","https://openalex.org/W2767905676","https://openalex.org/W2786401568","https://openalex.org/W2787202783","https://openalex.org/W2795759856","https://openalex.org/W2801629698","https://openalex.org/W2803826376","https://openalex.org/W2809333757","https://openalex.org/W2896656941","https://openalex.org/W2948626528","https://openalex.org/W2962736060","https://openalex.org/W2963064941","https://openalex.org/W2963707382","https://openalex.org/W2970475171","https://openalex.org/W3101614205","https://openalex.org/W3123895079","https://openalex.org/W3124316277","https://openalex.org/W3125626040","https://openalex.org/W4211124088","https://openalex.org/W4248679546","https://openalex.org/W4253595611","https://openalex.org/W4300418155","https://openalex.org/W4302111763","https://openalex.org/W6610114938","https://openalex.org/W6610124191","https://openalex.org/W6631025736","https://openalex.org/W6679595960","https://openalex.org/W6685117335","https://openalex.org/W6712000271","https://openalex.org/W6712462835","https://openalex.org/W6731474841","https://openalex.org/W6732303997","https://openalex.org/W6749670908"],"related_works":["https://openalex.org/W2062940763","https://openalex.org/W4360833258","https://openalex.org/W3149127250","https://openalex.org/W2158984754","https://openalex.org/W2081749267","https://openalex.org/W2937343495","https://openalex.org/W2013467770","https://openalex.org/W2112083262","https://openalex.org/W2564956852","https://openalex.org/W2998537990"],"abstract_inverted_index":{"User":[0,34,91],"data":[1,35,44,92,115],"can":[2],"be":[3],"acquired":[4],"from":[5,150],"various":[6,57],"domains":[7],"and":[8,19,21,53,119,141,158],"is":[9,36,61],"characterized":[10],"by":[11],"a":[12,27,83,88],"combination":[13],"of":[14,113,134,161,180],"demographics":[15],"such":[16,24,80,100,116],"as":[17,25,43,69,81,101,117],"age":[18],"occupation,":[20],"user":[22,114,135],"actions":[23],"rating":[26],"movie":[28],"or":[29,86],"recording":[30],"one's":[31],"blood":[32],"pressure.":[33],"appealing":[37,63],"to":[38,48,64,121],"analysts":[39],"in":[40,66,107,177],"their":[41,67],"role":[42,68],"scientists":[45],"who":[46,72,104],"seek":[47],"conduct":[49],"large-scale":[50],"population":[51,58],"studies,":[52],"gain":[54],"insights":[55],"on":[56,96,145],"segments.":[59],"It":[60],"also":[62,155],"users":[65],"information":[70],"consumers":[71],"use":[73],"the":[74,178],"social":[75],"Web":[76],"for":[77,131],"routine":[78],"tasks":[79],"finding":[82],"book":[84],"club":[85],"choosing":[87],"physical":[89],"activity.":[90],"analytics":[93,110],"usually":[94],"relies":[95],"identifying":[97],"group-level":[98],"behaviors":[99],"\u201cAsian":[102],"women":[103],"publish":[105],"regularly":[106],"databases\u201d.":[108],"Group":[109],"addresses":[111],"peculiarities":[112],"noise":[118],"sparsity":[120],"enable":[122],"insights.":[123],"In":[124],"this":[125],"survey,":[126],"we":[127],"discuss":[128,156],"different":[129],"approaches":[130],"each":[132],"component":[133],"group":[136],"analytics,":[137],"i.e.,":[138],"discovery,":[139],"exploration,":[140],"visualization.":[142],"We":[143,154],"focus":[144],"related":[146],"work":[147],"which":[148],"arises":[149],"combining":[151],"those":[152,168],"components.":[153],"challenges":[157],"future":[159],"directions":[160],"having":[162],"an":[163],"all-in-one":[164],"system,":[165],"where":[166],"all":[167],"components":[169],"are":[170],"combined.":[171],"This":[172],"survey":[173],"has":[174],"been":[175],"presented":[176],"form":[179],"two":[181],"tutorials":[182],"[1]":[183],",":[184],"[2].":[185]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
