{"id":"https://openalex.org/W3135581727","doi":"https://doi.org/10.1109/access.2021.3063921","title":"A Survey on Opinion Reason Mining and Interpreting Sentiment Variations","display_name":"A Survey on Opinion Reason Mining and Interpreting Sentiment Variations","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3135581727","doi":"https://doi.org/10.1109/access.2021.3063921","mag":"3135581727"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3063921","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3063921","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369288.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369288.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035071111","display_name":"Fuad Alattar","orcid":null},"institutions":[{"id":"https://openalex.org/I193260172","display_name":"British University in Dubai","ror":"https://ror.org/00mc18523","country_code":"AE","type":"education","lineage":["https://openalex.org/I193260172"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fuad Alattar","raw_affiliation_strings":["Faculty of Engineering and IT, The British University in Dubai, Dubai, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0001-7993-4372","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, The British University in Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066945309","display_name":"Khaled Shaalan","orcid":"https://orcid.org/0000-0003-0823-8390"},"institutions":[{"id":"https://openalex.org/I193260172","display_name":"British University in Dubai","ror":"https://ror.org/00mc18523","country_code":"AE","type":"education","lineage":["https://openalex.org/I193260172"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Khaled Shaalan","raw_affiliation_strings":["Faculty of Engineering and IT, The British University in Dubai, Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and IT, The British University in Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I193260172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193260172"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5013,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.85033938,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"39636","last_page":"39655"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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":0.9976999759674072,"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/sentiment-analysis","display_name":"Sentiment analysis","score":0.9155123233795166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7594753503799438},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6312345266342163},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.627937376499176},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5740534067153931},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.5561453104019165},{"id":"https://openalex.org/keywords/entertainment","display_name":"Entertainment","score":0.527488112449646},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5229945182800293},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4608757793903351},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36831939220428467},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.28171253204345703},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18165799975395203},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12571841478347778}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.9155123233795166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7594753503799438},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6312345266342163},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.627937376499176},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5740534067153931},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.5561453104019165},{"id":"https://openalex.org/C512170562","wikidata":"https://www.wikidata.org/wiki/Q173799","display_name":"Entertainment","level":2,"score":0.527488112449646},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5229945182800293},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4608757793903351},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36831939220428467},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.28171253204345703},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18165799975395203},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12571841478347778},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3063921","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3063921","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369288.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:77877776248746078fb64df748d9b359","is_oa":true,"landing_page_url":"https://doaj.org/article/77877776248746078fb64df748d9b359","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 39636-39655 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3063921","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3063921","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09369288.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6899999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3135581727.pdf","grobid_xml":"https://content.openalex.org/works/W3135581727.grobid-xml"},"referenced_works_count":140,"referenced_works":["https://openalex.org/W11244355","https://openalex.org/W37473190","https://openalex.org/W113522833","https://openalex.org/W1041597453","https://openalex.org/W1536516100","https://openalex.org/W1549434858","https://openalex.org/W1612003148","https://openalex.org/W1797037330","https://openalex.org/W1870215482","https://openalex.org/W1880262756","https://openalex.org/W1902027874","https://openalex.org/W1947594277","https://openalex.org/W1969138419","https://openalex.org/W1969486090","https://openalex.org/W1998032016","https://openalex.org/W2005311637","https://openalex.org/W2043775452","https://openalex.org/W2047676437","https://openalex.org/W2049493498","https://openalex.org/W2072644219","https://openalex.org/W2074975950","https://openalex.org/W2081375810","https://openalex.org/W2085117724","https://openalex.org/W2096110600","https://openalex.org/W2097726431","https://openalex.org/W2098062695","https://openalex.org/W2100163972","https://openalex.org/W2101196063","https://openalex.org/W2106490775","https://openalex.org/W2106738877","https://openalex.org/W2112050062","https://openalex.org/W2112744748","https://openalex.org/W2113125055","https://openalex.org/W2113786470","https://openalex.org/W2122369144","https://openalex.org/W2122678284","https://openalex.org/W2124499489","https://openalex.org/W2126581182","https://openalex.org/W2127492100","https://openalex.org/W2129294185","https://openalex.org/W2129861887","https://openalex.org/W2132827946","https://openalex.org/W2137191349","https://openalex.org/W2143027446","https://openalex.org/W2143376306","https://openalex.org/W2145071407","https://openalex.org/W2145321263","https://openalex.org/W2146111747","https://openalex.org/W2146894761","https://openalex.org/W2147152072","https://openalex.org/W2149167588","https://openalex.org/W2149537132","https://openalex.org/W2150220236","https://openalex.org/W2150248423","https://openalex.org/W2151388686","https://openalex.org/W2152571774","https://openalex.org/W2153332911","https://openalex.org/W2156693754","https://openalex.org/W2159457224","https://openalex.org/W2160660844","https://openalex.org/W2162065109","https://openalex.org/W2162860143","https://openalex.org/W2165664073","https://openalex.org/W2166706824","https://openalex.org/W2189526111","https://openalex.org/W2208881011","https://openalex.org/W2250397934","https://openalex.org/W2251841907","https://openalex.org/W2252024663","https://openalex.org/W2278712165","https://openalex.org/W2406617138","https://openalex.org/W2407451033","https://openalex.org/W2427312199","https://openalex.org/W2464880736","https://openalex.org/W2468088448","https://openalex.org/W2485709337","https://openalex.org/W2529471236","https://openalex.org/W2535901130","https://openalex.org/W2537027648","https://openalex.org/W2604204023","https://openalex.org/W2745188823","https://openalex.org/W2794011677","https://openalex.org/W2795839443","https://openalex.org/W2798430215","https://openalex.org/W2808904043","https://openalex.org/W2891461666","https://openalex.org/W2902818737","https://openalex.org/W2907012505","https://openalex.org/W2915768727","https://openalex.org/W2924167182","https://openalex.org/W2950477597","https://openalex.org/W2951278869","https://openalex.org/W2960909015","https://openalex.org/W2963593575","https://openalex.org/W2969985075","https://openalex.org/W2983572748","https://openalex.org/W2998019206","https://openalex.org/W3026043780","https://openalex.org/W3033829576","https://openalex.org/W3041133507","https://openalex.org/W3044892747","https://openalex.org/W3091467130","https://openalex.org/W3092625510","https://openalex.org/W3097167806","https://openalex.org/W3098042509","https://openalex.org/W3098074755","https://openalex.org/W3131195712","https://openalex.org/W3134444039","https://openalex.org/W3158908792","https://openalex.org/W3164024373","https://openalex.org/W4205184193","https://openalex.org/W4232130604","https://openalex.org/W4233135949","https://openalex.org/W4239946314","https://openalex.org/W6600459962","https://openalex.org/W6601493206","https://openalex.org/W6627094754","https://openalex.org/W6632166289","https://openalex.org/W6632897493","https://openalex.org/W6639619044","https://openalex.org/W6640753970","https://openalex.org/W6642504911","https://openalex.org/W6674735981","https://openalex.org/W6674922813","https://openalex.org/W6676723433","https://openalex.org/W6677267668","https://openalex.org/W6679303869","https://openalex.org/W6679439793","https://openalex.org/W6682762504","https://openalex.org/W6683798579","https://openalex.org/W6683929025","https://openalex.org/W6690901545","https://openalex.org/W6713607411","https://openalex.org/W6713647072","https://openalex.org/W6735764719","https://openalex.org/W6763745640","https://openalex.org/W6791752676","https://openalex.org/W6794611224","https://openalex.org/W6795910016","https://openalex.org/W6987654082"],"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":{"Tracking":[0],"social":[1],"media":[2],"sentiment":[3,68,73,165],"on":[4,34,126],"a":[5,25,30,84,153],"desired":[6],"target":[7],"is":[8,75,157],"certainly":[9],"an":[10],"important":[11],"query":[12],"for":[13,136,162],"many":[14],"decision-makers":[15],"in":[16,83],"fields":[17],"like":[18],"services,":[19],"politics,":[20],"entertainment,":[21],"manufacturing,":[22],"etc.":[23],"As":[24],"result,":[26],"there":[27],"has":[28],"been":[29],"lot":[31],"of":[32],"focus":[33,125],"Sentiment":[35,103,128,139],"Analysis.":[36],"Moreover,":[37],"some":[38,145],"studies":[39,58],"took":[40,59],"one":[41],"step":[42],"ahead":[43,62],"by":[44,63],"analyzing":[45],"subjective":[46],"texts":[47],"further":[48],"to":[49,65,78,98,109,116,120],"understand":[50],"possible":[51],"motives":[52],"behind":[53],"extracted":[54],"sentiments.":[55],"Few":[56],"other":[57],"several":[60],"steps":[61],"attempting":[64],"automatically":[66],"interpret":[67],"variations.":[69],"Learning":[70],"reasons":[71],"from":[72,90],"variations":[74,166],"indeed":[76],"valuable,":[77],"either":[79],"take":[80],"necessary":[81],"actions":[82],"timely":[85],"manner":[86],"or":[87],"learn":[88],"lessons":[89],"archived":[91],"data.":[92],"However,":[93],"machines":[94],"are":[95,132,167],"still":[96],"immature":[97],"carry":[99],"out":[100],"the":[101,138],"full":[102],"Variations\u2019":[104,140],"Reasoning":[105,141],"task":[106],"perfectly":[107],"due":[108],"various":[110,134],"technical":[111],"hurdles.":[112],"This":[113],"paper":[114],"attempts":[115],"explore":[117],"main":[118],"approaches":[119],"Opinion":[121],"Reason":[122],"Mining,":[123],"with":[124],"Interpreting":[127],"Variations.":[129],"Our":[130],"objectives":[131],"investigating":[133],"methods":[135],"solving":[137],"problem":[142],"and":[143,159],"identifying":[144],"empirical":[146],"research":[147],"gaps.":[148],"To":[149],"identify":[150],"these":[151],"gaps,":[152],"real-life":[154],"Twitter":[155],"dataset":[156],"analyzed,":[158],"key":[160],"hypothesis":[161],"interpreting":[163],"public":[164],"examined.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}