{"id":"https://openalex.org/W4285273223","doi":"https://doi.org/10.1109/tcss.2022.3169838","title":"Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis","display_name":"Toward a Cognitive-Inspired Hashtag Recommendation for Twitter Data Analysis","publication_year":2022,"publication_date":"2022-05-09","ids":{"openalex":"https://openalex.org/W4285273223","doi":"https://doi.org/10.1109/tcss.2022.3169838"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3169838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3169838","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Computational Social Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11250/3086720","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057697626","display_name":"Youcef Djenouri","orcid":"https://orcid.org/0000-0003-0135-7450"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Youcef Djenouri","raw_affiliation_strings":["SINTEF Digital, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"SINTEF Digital, Oslo, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030823020","display_name":"Asma Belhadi","orcid":"https://orcid.org/0000-0002-7103-2179"},"institutions":[{"id":"https://openalex.org/I2800207870","display_name":"H\u00f8yskolen Kristiania","ror":"https://ror.org/03gss5916","country_code":"NO","type":"education","lineage":["https://openalex.org/I2800207870"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Asma Belhadi","raw_affiliation_strings":["School of Economics, Innovation and Technology, Kristiania University College, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"School of Economics, Innovation and Technology, Kristiania University College, Oslo, Norway","institution_ids":["https://openalex.org/I2800207870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041541232","display_name":"Gautam Srivastava","orcid":"https://orcid.org/0000-0001-9851-4103"},"institutions":[{"id":"https://openalex.org/I184693016","display_name":"China Medical University","ror":"https://ror.org/00v408z34","country_code":"TW","type":"education","lineage":["https://openalex.org/I184693016"]},{"id":"https://openalex.org/I48890080","display_name":"Brandon University","ror":"https://ror.org/02qp25a50","country_code":"CA","type":"education","lineage":["https://openalex.org/I48890080"]}],"countries":["CA","TW"],"is_corresponding":false,"raw_author_name":"Gautam Srivastava","raw_affiliation_strings":["Department of Mathematics and Computer Science, Brandon University, Brandon, MB, Canada","Research Centre for Interneural Computing, China Medical University, Taichung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Brandon University, Brandon, MB, Canada","institution_ids":["https://openalex.org/I48890080"]},{"raw_affiliation_string":"Research Centre for Interneural Computing, China Medical University, Taichung, Taiwan","institution_ids":["https://openalex.org/I184693016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000640263","display_name":"Jerry Chun\u2010Wei Lin","orcid":"https://orcid.org/0000-0001-8768-9709"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jerry Chun-Wei Lin","raw_affiliation_strings":["Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Electrical Engineering and Mathematical Sciences, Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057697626"],"corresponding_institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"],"apc_list":null,"apc_paid":null,"fwci":2.6306,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.90317092,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"9","issue":"6","first_page":"1748","last_page":"1757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9965000152587891,"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":0.8068262934684753},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5747814774513245},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5356331467628479},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5275658965110779},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5095148682594299},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4577248990535736},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4552451968193054},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4401240348815918},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.43745383620262146},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.4306647479534149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4012283682823181},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3877018988132477},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.33780741691589355},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11234116554260254}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8068262934684753},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5747814774513245},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5356331467628479},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5275658965110779},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5095148682594299},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4577248990535736},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4552451968193054},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4401240348815918},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.43745383620262146},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.4306647479534149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4012283682823181},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3877018988132477},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.33780741691589355},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11234116554260254},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcss.2022.3169838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3169838","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Computational Social Systems","raw_type":"journal-article"},{"id":"pmh:oai:sintef.brage.unit.no:11250/3086720","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3086720","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"1748-1757","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":{"id":"pmh:oai:sintef.brage.unit.no:11250/3086720","is_oa":true,"landing_page_url":"https://hdl.handle.net/11250/3086720","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"1748-1757","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[{"score":0.4000000059604645,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1553232534","https://openalex.org/W2103567420","https://openalex.org/W2148815800","https://openalex.org/W2727712598","https://openalex.org/W2745643029","https://openalex.org/W2758863782","https://openalex.org/W2786524829","https://openalex.org/W2801647701","https://openalex.org/W2808111388","https://openalex.org/W2981525000","https://openalex.org/W3000507134","https://openalex.org/W3003627389","https://openalex.org/W3012727582","https://openalex.org/W3013137889","https://openalex.org/W3018015815","https://openalex.org/W3022169517","https://openalex.org/W3040487886","https://openalex.org/W3045117486","https://openalex.org/W3082705605","https://openalex.org/W3088097218","https://openalex.org/W3093181844","https://openalex.org/W3093256590","https://openalex.org/W3096005429","https://openalex.org/W3097377908","https://openalex.org/W3097507552","https://openalex.org/W3111042028","https://openalex.org/W3112087429","https://openalex.org/W3118562507","https://openalex.org/W3127056209","https://openalex.org/W3128119799","https://openalex.org/W3136315703","https://openalex.org/W3138237347","https://openalex.org/W3154527660","https://openalex.org/W3182903553","https://openalex.org/W3199923440","https://openalex.org/W3209700195","https://openalex.org/W4205240954","https://openalex.org/W4205763567","https://openalex.org/W4206593497","https://openalex.org/W4212825547","https://openalex.org/W4213309869","https://openalex.org/W6792526304","https://openalex.org/W6803444213"],"related_works":["https://openalex.org/W2383111961","https://openalex.org/W2365952365","https://openalex.org/W2352448290","https://openalex.org/W4390273403","https://openalex.org/W2380820513","https://openalex.org/W4386781444","https://openalex.org/W2913146933","https://openalex.org/W2372385138","https://openalex.org/W4296359239","https://openalex.org/W4246980185"],"abstract_inverted_index":{"This":[0],"research":[1],"investigates":[2],"hashtag":[3],"suggestions":[4],"in":[5,35,83,161],"a":[6,15,36,142],"heterogeneous":[7,39],"and":[8,38,95,166],"huge":[9],"social":[10,40,85],"network,":[11,86],"as":[12,14],"well":[13],"cognitive-based":[16],"deep":[17,73],"learning":[18,74],"solution":[19],"based":[20],"on":[21,55,141],"distributed":[22],"knowledge":[23,43,97],"graphs.":[24],"Community":[25],"detection":[26],"is":[27,45,68,102,154],"first":[28],"performed":[29],"to":[30,104,120,134],"find":[31],"the":[32,57,61,71,80,84,87,90,96,106,115,122,125,136,151,158],"connected":[33],"communities":[34,108,117],"vast":[37],"network.":[41],"The":[42,112],"graph":[44,98],"subsequently":[46],"generated":[47],"for":[48,79],"each":[49,100],"discovered":[50],"community,":[51],"with":[52,70],"an":[53],"emphasis":[54],"expressing":[56],"semantic":[58],"relationships":[59],"among":[60],"Twitter":[62],"platform\u2019s":[63],"user":[64,82,94],"communities.":[65],"Each":[66],"community":[67,101],"trained":[69],"embedded":[72],"model.":[75],"To":[76],"recommend":[77],"hashtags":[78,123],"new":[81],"correlation":[88],"between":[89],"tweets":[91,126],"of":[92,99,109,114,124,127,138,144,163],"such":[93,110,128],"explored":[103],"set":[105],"relevant":[107,116],"user.":[111],"models":[113],"are":[118],"used":[119],"infer":[121],"users.":[129],"We":[130],"conducted":[131],"extensive":[132],"testing":[133],"demonstrate":[135],"usefulness":[137],"our":[139],"methods":[140],"variety":[143],"tweet":[145],"collections.":[146],"Experimental":[147],"results":[148],"show":[149],"that":[150],"proposed":[152],"approach":[153],"more":[155],"efficient":[156],"than":[157],"baseline":[159],"approaches":[160],"terms":[162],"both":[164],"runtime":[165],"accuracy.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
