{"id":"https://openalex.org/W2883288414","doi":"https://doi.org/10.1108/k-01-2018-0030","title":"Multi-criteria-based fusion for clustering texts and images case study on Flickr","display_name":"Multi-criteria-based fusion for clustering texts and images case study on Flickr","publication_year":2018,"publication_date":"2018-07-13","ids":{"openalex":"https://openalex.org/W2883288414","doi":"https://doi.org/10.1108/k-01-2018-0030","mag":"2883288414"},"language":"en","primary_location":{"id":"doi:10.1108/k-01-2018-0030","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-01-2018-0030","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-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/A5088401231","display_name":"Nadjia Khatir","orcid":"https://orcid.org/0000-0003-1073-3438"},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Nadjia Khatir","raw_affiliation_strings":["LITIO Laboratory, Department of Computer Science, University Oran1 Ahmed Ben Bella, Oran, Algeria"],"affiliations":[{"raw_affiliation_string":"LITIO Laboratory, Department of Computer Science, University Oran1 Ahmed Ben Bella, Oran, Algeria","institution_ids":["https://openalex.org/I137407579"]}]},{"author_position":"last","author":{"id":null,"display_name":"Safia Nait-bahloul","orcid":null},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Safia Nait-bahloul","raw_affiliation_strings":["LITIO Laboratory, Department of Computer Science, University Oran1 Ahmed Ben Bella, Oran, Algeria"],"affiliations":[{"raw_affiliation_string":"LITIO Laboratory, Department of Computer Science, University Oran1 Ahmed Ben Bella, Oran, Algeria","institution_ids":["https://openalex.org/I137407579"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088401231"],"corresponding_institution_ids":["https://openalex.org/I137407579"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06962545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":"10","first_page":"1973","last_page":"1991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980000257492065,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980000257492065,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9969000220298767,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9965999722480774,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8554960489273071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8101760745048523},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6118708252906799},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5337468385696411},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5022869110107422},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.45191437005996704},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.44478780031204224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4249809980392456},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.42450612783432007},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4106462001800537},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.32285135984420776},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10308384895324707}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8554960489273071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8101760745048523},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6118708252906799},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5337468385696411},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5022869110107422},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.45191437005996704},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.44478780031204224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4249809980392456},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.42450612783432007},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4106462001800537},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.32285135984420776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10308384895324707},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-01-2018-0030","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-01-2018-0030","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W174812315","https://openalex.org/W1505297083","https://openalex.org/W1597930913","https://openalex.org/W1673310716","https://openalex.org/W1677409904","https://openalex.org/W1880262756","https://openalex.org/W1959228470","https://openalex.org/W1971660684","https://openalex.org/W1978394996","https://openalex.org/W1982040507","https://openalex.org/W1987971958","https://openalex.org/W1989085630","https://openalex.org/W1990368529","https://openalex.org/W2072626743","https://openalex.org/W2083790821","https://openalex.org/W2112037975","https://openalex.org/W2127218421","https://openalex.org/W2133576408","https://openalex.org/W2151103935","https://openalex.org/W2152818382","https://openalex.org/W2162491758","https://openalex.org/W2293605478","https://openalex.org/W2321197098","https://openalex.org/W2471974116","https://openalex.org/W2504077377","https://openalex.org/W2540820232","https://openalex.org/W2599014278","https://openalex.org/W2741216199","https://openalex.org/W2902405430","https://openalex.org/W2999729612","https://openalex.org/W4231410305"],"related_works":["https://openalex.org/W3071522575","https://openalex.org/W2117838073","https://openalex.org/W2892323093","https://openalex.org/W2556490192","https://openalex.org/W3140018618","https://openalex.org/W2143402976","https://openalex.org/W2361242132","https://openalex.org/W2353443653","https://openalex.org/W2358627945","https://openalex.org/W2596632494"],"abstract_inverted_index":{"Purpose":[0],"This":[1,149],"study":[2,150],"aims":[3],"to":[4,23,96,152],"evaluate":[5],"a":[6,18,63,102,143],"new":[7,108,158],"fusion":[8,159],"technique":[9,160,164],"of":[10,15,27,45,56,65,73,105,145,161,175],"visual":[11],"and":[12,40,70,140,178],"textual":[13],"clusters":[14],"objects":[16],"from":[17],"real":[19],"multimedia":[20,28,86,153],"data-driven":[21],"collection":[22],"improve":[24],"the":[25,53,98,146,157,173],"performance":[26,112],"applications.":[29],"Design/methodology/approach":[30],"The":[31,42,107,163],"authors":[32],"focused":[33],"on":[34,84,132],"using":[35,52,62],"multi-criteria":[36,74,176],"for":[37,80,101,122,142],"clustering":[38,116,121,177],"texts":[39],"images.":[41],"algorithm":[43],"consists":[44],"these":[46],"steps:":[47],"first":[48],"is":[49,59,117],"text":[50,115],"representation":[51,61],"statistical":[54],"method":[55],"weighting,":[57],"second":[58],"image":[60,120],"bag":[64],"words":[66],"feature":[67],"descriptors":[68],"methods":[69],"finally":[71],"application":[72,79],"clustering.":[75,106,162],"Findings":[76],"As":[77],"an":[78],"event":[81,123],"detection":[82],"based":[83],"social":[85,134],"data,":[87],"in":[88,168],"particular,":[89],"Flickr":[90],"platform.":[91],"Several":[92],"experiments":[93],"were":[94],"conducted":[95],"choose":[97],"appropriate":[99],"parameters":[100],"better":[103,111],"scheme":[104],"approach":[109],"achieves":[110],"when":[113],"aggregate":[114],"done":[118],"with":[119],"detection.":[124],"Research":[125],"limitations/implications":[126],"Further":[127],"researches":[128],"would":[129],"be":[130],"investigated":[131],"other":[133],"media":[135],"platforms":[136],"such":[137,169],"as":[138,172],"Facebook":[139],"Twitter":[141],"generalization":[144],"technique.":[147],"Originality/value":[148],"contributes":[151],"data":[154],"mining":[155],"through":[156],"has":[165],"its":[166],"root":[167],"strong":[170],"field":[171,174],"decision-making":[179],"support.":[180]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
