{"id":"https://openalex.org/W2995851047","doi":"https://doi.org/10.1109/snams.2019.8931876","title":"A Sentiment Analysis Approach of Data Volatility for Consumer Satisfaction in the Fashion Industry","display_name":"A Sentiment Analysis Approach of Data Volatility for Consumer Satisfaction in the Fashion Industry","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2995851047","doi":"https://doi.org/10.1109/snams.2019.8931876","mag":"2995851047"},"language":"en","primary_location":{"id":"doi:10.1109/snams.2019.8931876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2019.8931876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5037131693","display_name":"Feras Al\u2010Obeidat","orcid":"https://orcid.org/0000-0001-6941-6555"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Feras Al-Obeidat","raw_affiliation_strings":["College of Technological Innovation, Zayed University, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, United Arab Emirates","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011027647","display_name":"Anoud Bani-Hani","orcid":"https://orcid.org/0000-0002-0782-1691"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Anoud Bani Hani","raw_affiliation_strings":["College of Technological Innovation, Zayed University, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, United Arab Emirates","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069108646","display_name":"Elhadj Benkhelifa","orcid":"https://orcid.org/0000-0001-6168-2664"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Elhadj Benkhelifa","raw_affiliation_strings":["Cloud Computing Applications & Research Lab, School of Computing, Staffordshire University, Stoke-on-Trent, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cloud Computing Applications & Research Lab, School of Computing, Staffordshire University, Stoke-on-Trent, United Kingdom","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005774226","display_name":"Oluwasegun Adedugbe","orcid":null},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oluwasegun Adedugbe","raw_affiliation_strings":["Cloud Computing Applications & Research Lab, School of Computing, Staffordshire University, Stoke-on-Trent, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cloud Computing Applications & Research Lab, School of Computing, Staffordshire University, Stoke-on-Trent, United Kingdom","institution_ids":["https://openalex.org/I198012923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064015558","display_name":"Munir Majdalawieh","orcid":"https://orcid.org/0000-0002-2559-7371"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Munir Majdalawieh","raw_affiliation_strings":["College of Technological Innovation, Zayed University, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Technological Innovation, Zayed University, United Arab Emirates","institution_ids":["https://openalex.org/I91044093"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"262","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10145","display_name":"Consumer Behavior in Brand Consumption and Identification","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11536","display_name":"Consumer Retail Behavior Studies","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.62824547290802},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.6157031655311584},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5641739964485168},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4345116913318634},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.34258657693862915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21049007773399353},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.08812978863716125}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.62824547290802},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.6157031655311584},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5641739964485168},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4345116913318634},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.34258657693862915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21049007773399353},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.08812978863716125}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams.2019.8931876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams.2019.8931876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W633618961","https://openalex.org/W1626651443","https://openalex.org/W1844439099","https://openalex.org/W1965017399","https://openalex.org/W2000407522","https://openalex.org/W2019759670","https://openalex.org/W2030995886","https://openalex.org/W2049627257","https://openalex.org/W2306941105","https://openalex.org/W2397682354","https://openalex.org/W2438392054","https://openalex.org/W2461014410","https://openalex.org/W2468706984","https://openalex.org/W2531161332","https://openalex.org/W2610676001","https://openalex.org/W2754876402","https://openalex.org/W2772801185","https://openalex.org/W2805065251","https://openalex.org/W2889046623","https://openalex.org/W2901558138","https://openalex.org/W2902039115","https://openalex.org/W2905618144","https://openalex.org/W2909715258","https://openalex.org/W2936461891","https://openalex.org/W2943930524","https://openalex.org/W2969148832","https://openalex.org/W2994137363","https://openalex.org/W3125491592","https://openalex.org/W4232676011","https://openalex.org/W4254724182"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3089396779","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989"],"abstract_inverted_index":{"Consumer":[0],"satisfaction":[1,27,48,70],"forms":[2],"a":[3,72,83,118,136,142],"critical":[4],"part":[5],"of":[6,57,92,117,135,148,165],"every":[7],"business":[8],"and":[9,22,114,155],"directly":[10],"impacts":[11],"on":[12,108,127],"the":[13,78,88,103,115,122,133,163],"ability":[14,19],"to":[15,20,39,42,66,87],"retain":[16],"customers.":[17],"The":[18,46,105],"measure":[21],"define":[23],"indexes":[24],"for":[25,32,50,121,162],"consumer":[26,47,69,166],"can":[28,36],"be":[29,37],"very":[30],"useful":[31],"businesses":[33],"as":[34,82],"these":[35],"used":[38],"swiftly":[40],"respond":[41],"customer":[43],"needs":[44],"accordingly.":[45],"data":[49,149],"certain":[51],"products":[52],"exhibit":[53],"extreme":[54],"volatility":[55],"because":[56],"their":[58],"short":[59],"requirement":[60],"duration.":[61],"Hence,":[62],"it":[63],"is":[64],"necessary":[65],"identify":[67],"present":[68],"in":[71],"timely":[73],"manner.":[74],"This":[75,131],"research":[76,106],"adopts":[77],"fast":[79,123,157],"fashion":[80,124,158],"industry":[81,125],"case":[84],"study":[85],"due":[86],"high":[89],"volatile":[90],"nature":[91],"its":[93,128],"social":[94,159],"media":[95,160],"data,":[96,161],"among":[97],"several":[98],"other":[99],"characteristics":[100],"that":[101],"influenced":[102],"decision.":[104],"focused":[107],"investigating":[109],"existing":[110],"sentiment":[111,138,143],"analysis":[112,139],"techniques":[113],"development":[116,134],"novel":[119,137],"one":[120],"based":[126],"peculiar":[129],"characteristics.":[130],"involved":[132],"framework":[140],"with":[141],"scaling":[144],"technique,":[145],"making":[146],"use":[147],"mining":[150],"strategies":[151],"towards":[152],"obtaining,":[153],"identifying":[154],"analysing":[156],"identification":[164],"satisfaction.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
