{"id":"https://openalex.org/W2997530250","doi":"https://doi.org/10.4018/ijwltt.2020040103","title":"Topic Sensitive User Clustering Using Sentiment Score and Similarity Measures","display_name":"Topic Sensitive User Clustering Using Sentiment Score and Similarity Measures","publication_year":2019,"publication_date":"2019-12-27","ids":{"openalex":"https://openalex.org/W2997530250","doi":"https://doi.org/10.4018/ijwltt.2020040103","mag":"2997530250"},"language":"en","primary_location":{"id":"doi:10.4018/ijwltt.2020040103","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijwltt.2020040103","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=246037&isxn=9781799803973","source":{"id":"https://openalex.org/S76665588","display_name":"International Journal of Web-Based Learning and Teaching Technologies","issn_l":"1548-1093","issn":["1548-1093","1548-1107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web-Based Learning and Teaching Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=246037&isxn=9781799803973","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089486849","display_name":"Bharat Tidke","orcid":"https://orcid.org/0000-0003-2422-9128"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Bharat Tidke","raw_affiliation_strings":["SVNIT, Surat, India"],"affiliations":[{"raw_affiliation_string":"SVNIT, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018130351","display_name":"Rupa G. Mehta","orcid":"https://orcid.org/0000-0002-6260-0488"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rupa G. Mehta","raw_affiliation_strings":["Sardar Vallabhbhai National Institute of Technology, Surat, India"],"affiliations":[{"raw_affiliation_string":"Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065416217","display_name":"Dipti P. Rana","orcid":"https://orcid.org/0000-0002-5058-1355"},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dipti P. Rana","raw_affiliation_strings":["Sardar Vallabhbhai National Institute of Technology, Surat, India"],"affiliations":[{"raw_affiliation_string":"Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072984021","display_name":"Hullash Jangir","orcid":null},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hullash Jangir","raw_affiliation_strings":["SVNIT, Surat, India"],"affiliations":[{"raw_affiliation_string":"SVNIT, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089486849"],"corresponding_institution_ids":["https://openalex.org/I42014448"],"apc_list":null,"apc_paid":null,"fwci":0.42,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72394116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"15","issue":"2","first_page":"34","last_page":"45"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9958999752998352,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9955999851226807,"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":0.8411677479743958},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7867920994758606},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7715064287185669},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5923578143119812},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5264027118682861},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5242778658866882},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4893021285533905},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4232310354709625},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37652328610420227},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35070931911468506},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31903332471847534},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24287351965904236},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2175023853778839}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8411677479743958},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7867920994758606},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7715064287185669},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5923578143119812},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5264027118682861},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5242778658866882},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4893021285533905},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4232310354709625},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37652328610420227},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35070931911468506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31903332471847534},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24287351965904236},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2175023853778839}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijwltt.2020040103","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijwltt.2020040103","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=246037&isxn=9781799803973","source":{"id":"https://openalex.org/S76665588","display_name":"International Journal of Web-Based Learning and Teaching Technologies","issn_l":"1548-1093","issn":["1548-1093","1548-1107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web-Based Learning and Teaching Technologies","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jwltt0:v:15:y:2020:i:2:p:34-45","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJWLTT.2020040103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.4018/ijwltt.2020040103","is_oa":true,"landing_page_url":"https://doi.org/10.4018/ijwltt.2020040103","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=246037&isxn=9781799803973","source":{"id":"https://openalex.org/S76665588","display_name":"International Journal of Web-Based Learning and Teaching Technologies","issn_l":"1548-1093","issn":["1548-1093","1548-1107"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web-Based Learning and Teaching Technologies","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2997530250.pdf","grobid_xml":"https://content.openalex.org/works/W2997530250.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W264248106","https://openalex.org/W839185196","https://openalex.org/W1554976349","https://openalex.org/W1774848501","https://openalex.org/W2011399509","https://openalex.org/W2031063730","https://openalex.org/W2035265584","https://openalex.org/W2048102542","https://openalex.org/W2059503205","https://openalex.org/W2087103452","https://openalex.org/W2088246687","https://openalex.org/W2108646579","https://openalex.org/W2109574129","https://openalex.org/W2137096596","https://openalex.org/W2149167588","https://openalex.org/W2159128662","https://openalex.org/W2285118877","https://openalex.org/W2285252321","https://openalex.org/W2285624661","https://openalex.org/W2286724461","https://openalex.org/W2328277245","https://openalex.org/W2345298843","https://openalex.org/W2511428207","https://openalex.org/W2522251756","https://openalex.org/W2534495228","https://openalex.org/W2548426745","https://openalex.org/W2601783998","https://openalex.org/W2620411403","https://openalex.org/W2754876402","https://openalex.org/W2967583913","https://openalex.org/W3101749026","https://openalex.org/W3125724999","https://openalex.org/W4211186029","https://openalex.org/W4255173720"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2548633793","https://openalex.org/W2910064364","https://openalex.org/W3089396779","https://openalex.org/W4255224757","https://openalex.org/W2908411463"],"abstract_inverted_index":{"Social":[0],"media":[1],"data":[2,27,43,86,92,132,144,151],"(SMD)":[3],"is":[4,18,96,127],"driven":[5],"by":[6,118],"statistical":[7],"and":[8,20,36,75,88,145,156],"analytical":[9],"technologies":[10],"to":[11,34,63,98,111,128],"obtain":[12],"information":[13],"for":[14,85,91,104,137,147],"various":[15,120],"decisions.":[16],"SMD":[17],"vast":[19],"evolutionary":[21],"in":[22],"nature":[23],"which":[24],"makes":[25],"traditional":[26],"warehouses":[28],"ill":[29],"suited.":[30],"The":[31,52,107,124],"research":[32],"aims":[33],"propose":[35],"implement":[37],"novel":[38],"framework":[39,117],"that":[40,81],"analyze":[41],"tweets":[42,56],"from":[44,57],"online":[45],"social":[46,131],"networking":[47],"site":[48],"(OSN;":[49],"i.e.,":[50],"Twitter).":[51],"authors":[53],"fetch":[54],"streaming":[55],"Twitter":[58],"API":[59],"using":[60,134],"Apache":[61,94],"Flume":[62],"detect":[64],"clusters":[65],"of":[66,102,115,122],"users":[67],"having":[68],"similar":[69],"sentiment.":[70],"Proposed":[71],"approach":[72],"utilizes":[73],"scalable":[74],"fault":[76],"tolerant":[77],"system":[78],"(i.e.,":[79],"Hadoop)":[80],"typically":[82],"harness":[83],"HDFS":[84],"storage":[87],"map-reduce":[89],"paradigm":[90],"processing.":[93],"Hive":[95],"used":[97],"work":[99],"on":[100],"top":[101],"Hadoop":[103],"querying":[105,142],"data.":[106,123],"experiments":[108],"are":[109],"performed":[110],"test":[112],"the":[113],"scalability":[114],"proposed":[116],"examining":[119],"sizes":[121],"authors'":[125],"goal":[126],"handle":[129],"big":[130],"effectively":[133],"cost-effective":[135],"tools":[136],"fetching":[138],"as":[139,141],"well":[140],"unstructured":[143],"algorithms":[146],"analysing":[148],"scalable,":[149],"uninterrupted":[150],"streams":[152],"with":[153],"finite":[154],"memory":[155],"resources.":[157]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}