{"id":"https://openalex.org/W2611254238","doi":"https://doi.org/10.4018/ijthi.2017070104","title":"Sentiment Analysis with Text Mining in Contexts of Big Data","display_name":"Sentiment Analysis with Text Mining in Contexts of Big Data","publication_year":2017,"publication_date":"2017-05-03","ids":{"openalex":"https://openalex.org/W2611254238","doi":"https://doi.org/10.4018/ijthi.2017070104","mag":"2611254238"},"language":"en","primary_location":{"id":"doi:10.4018/ijthi.2017070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijthi.2017070104","pdf_url":null,"source":{"id":"https://openalex.org/S130700065","display_name":"International Journal of Technology and Human Interaction","issn_l":"1548-3908","issn":["1548-3908","1548-3916"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Technology and Human Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1822/46378","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063401891","display_name":"Carina Andrade","orcid":"https://orcid.org/0000-0001-8783-9412"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carina Sofia Andrade","raw_affiliation_strings":["University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042295020","display_name":"Maribel Yasmina Santos","orcid":"https://orcid.org/0000-0002-3249-6229"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Maribel Yasmina Santos","raw_affiliation_strings":["Centro Algoritmi, DSI \u2013 University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centro Algoritmi, DSI \u2013 University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":0.9969,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81944099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"13","issue":"3","first_page":"47","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9973999857902527,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9973999857902527,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9948999881744385,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9944000244140625,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.9156213998794556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.812114953994751},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7102331519126892},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6687228679656982},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6279605627059937},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5804013013839722},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5151501893997192},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5148814916610718},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.430698424577713},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28618520498275757},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23183155059814453}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9156213998794556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.812114953994751},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7102331519126892},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6687228679656982},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6279605627059937},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5804013013839722},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5151501893997192},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5148814916610718},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.430698424577713},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28618520498275757},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23183155059814453},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4018/ijthi.2017070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijthi.2017070104","pdf_url":null,"source":{"id":"https://openalex.org/S130700065","display_name":"International Journal of Technology and Human Interaction","issn_l":"1548-3908","issn":["1548-3908","1548-3916"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Technology and Human Interaction","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jthi00:v:13:y:2017:i:3:p:47-67","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJTHI.2017070104","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"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/46378","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/46378","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:repositorium.uminho.pt:1822/46378","is_oa":false,"landing_page_url":"https://hdl.handle.net/1822/46378","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"journal article"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/46378","is_oa":true,"landing_page_url":"http://hdl.handle.net/1822/46378","pdf_url":null,"source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6700000166893005,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1589554437","https://openalex.org/W1981420413","https://openalex.org/W2015186536","https://openalex.org/W2097726431","https://openalex.org/W2267835966","https://openalex.org/W2531276643","https://openalex.org/W2624709969"],"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/W3132372214"],"abstract_inverted_index":{"The":[0],"evolution":[1],"of":[2,9,25,51,154],"technology,":[3],"along":[4],"with":[5,41],"the":[6,14,21,49,58,65,107,143,152,159],"common":[7],"use":[8],"different":[10],"devices":[11],"connected":[12],"to":[13,76,84,112,150],"Internet,":[15],"provides":[16],"a":[17,120],"vast":[18],"growth":[19],"in":[20,92],"volume":[22],"and":[23,88,116,158],"variety":[24],"data":[26,105,118],"that":[27,55,71,103],"are":[28,74,90,129],"daily":[29],"generated":[30],"at":[31],"high":[32],"velocity,":[33],"phenomenon":[34],"commonly":[35],"denominated":[36],"as":[37],"Big":[38],"Data.":[39],"Related":[40],"this,":[42],"several":[43],"Text":[44],"Mining":[45],"techniques":[46,73,160],"make":[47],"possible":[48,83,149],"extraction":[50],"useful":[52],"insights":[53],"from":[54,106],"data,":[56],"benefiting":[57],"decision-making":[59],"process":[60,115],"across":[61],"multiple":[62],"areas,":[63],"using":[64,131],"information,":[66],"models,":[67],"patterns":[68],"or":[69],"tendencies":[70],"these":[72],"able":[75,111],"identify.":[77],"With":[78,142],"Sentiment":[79,101,136,163],"Analysis,":[80],"it":[81,147],"is":[82,110,148],"understand":[85],"which":[86,109],"sentiments":[87],"opinions":[89],"implicit":[91],"this":[93],"data.":[94],"This":[95],"paper":[96],"proposes":[97],"an":[98],"architecture":[99],"for":[100,162],"Analysis":[102,137],"uses":[104],"Twitter,":[108],"collect,":[113],"store,":[114],"analyse":[117],"on":[119],"real-time":[121],"fashion.":[122],"To":[123],"demonstrate":[124],"its":[125],"utility,":[126],"practical":[127],"applications":[128],"developed":[130],"real":[132],"world":[133],"examples":[134],"where":[135],"brings":[138],"benefits":[139],"when":[140],"applied.":[141],"presented":[144],"demonstration":[145],"case,":[146],"verify":[151],"role":[153],"each":[155],"used":[156],"technology":[157],"adopted":[161],"Analysis.":[164]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
