{"id":"https://openalex.org/W2996665118","doi":"https://doi.org/10.1145/3368756.3369090","title":"Ontology-based sentiment analysis and community detection on social media","display_name":"Ontology-based sentiment analysis and community detection on social media","publication_year":2019,"publication_date":"2019-10-02","ids":{"openalex":"https://openalex.org/W2996665118","doi":"https://doi.org/10.1145/3368756.3369090","mag":"2996665118"},"language":"en","primary_location":{"id":"doi:10.1145/3368756.3369090","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368756.3369090","pdf_url":null,"source":{"id":"https://openalex.org/S4306523848","display_name":"Proceedings of the 4th International Conference on Smart City Applications","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Smart City Applications","raw_type":"proceedings-article"},"type":"article","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/A5079736273","display_name":"Ihab Moudhich","orcid":"https://orcid.org/0000-0002-2939-3317"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Moudhich Ihab","raw_affiliation_strings":["LIST, Tangier, Morroco"],"affiliations":[{"raw_affiliation_string":"LIST, Tangier, Morroco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051043130","display_name":"Soumaya Loukili","orcid":"https://orcid.org/0009-0004-7493-695X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Loukili Soumaya","raw_affiliation_strings":["LIST, Tangier, Morroco"],"affiliations":[{"raw_affiliation_string":"LIST, Tangier, Morroco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039866864","display_name":"Bahra Mohamed","orcid":"https://orcid.org/0000-0003-3305-5203"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bahra Mohamed","raw_affiliation_strings":["LIST, Tangier, Morroco"],"affiliations":[{"raw_affiliation_string":"LIST, Tangier, Morroco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005255721","display_name":"Hmami Haytam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hmami Haytam","raw_affiliation_strings":["LIST, Tangier, Morroco"],"affiliations":[{"raw_affiliation_string":"LIST, Tangier, Morroco","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084184064","display_name":"Abdelhadi Fennan","orcid":"https://orcid.org/0000-0002-4932-9478"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fennan Abdelhadi","raw_affiliation_strings":["LIST, Tangier, Morroco"],"affiliations":[{"raw_affiliation_string":"LIST, Tangier, Morroco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079736273"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1312,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.52167952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9986000061035156,"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":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.830014705657959},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7482046484947205},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6074061989784241},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5852404832839966},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5632348656654358},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.561920166015625},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5244655609130859},{"id":"https://openalex.org/keywords/negation","display_name":"Negation","score":0.5107624530792236},{"id":"https://openalex.org/keywords/strengths-and-weaknesses","display_name":"Strengths and weaknesses","score":0.5078559517860413},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.4979422092437744},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.468472421169281},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45262452960014343},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.4474133849143982},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.41820886731147766},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38715100288391113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38642987608909607},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2914174795150757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830014705657959},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7482046484947205},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6074061989784241},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5852404832839966},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5632348656654358},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.561920166015625},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5244655609130859},{"id":"https://openalex.org/C2185349","wikidata":"https://www.wikidata.org/wiki/Q190558","display_name":"Negation","level":2,"score":0.5107624530792236},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.5078559517860413},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.4979422092437744},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.468472421169281},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45262452960014343},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.4474133849143982},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.41820886731147766},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38715100288391113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38642987608909607},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2914174795150757},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3368756.3369090","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368756.3369090","pdf_url":null,"source":{"id":"https://openalex.org/S4306523848","display_name":"Proceedings of the 4th International Conference on Smart City Applications","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Smart City Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W810042281","https://openalex.org/W2019759670","https://openalex.org/W2058982362","https://openalex.org/W2098368736","https://openalex.org/W2133109597","https://openalex.org/W2184975684","https://openalex.org/W2252090324","https://openalex.org/W2313965969","https://openalex.org/W2472490454","https://openalex.org/W2535609646","https://openalex.org/W2576454451","https://openalex.org/W2792883466","https://openalex.org/W2793013463","https://openalex.org/W2896407414","https://openalex.org/W4293874105","https://openalex.org/W6686435349"],"related_works":["https://openalex.org/W2346975490","https://openalex.org/W2888662092","https://openalex.org/W3205826705","https://openalex.org/W1540611520","https://openalex.org/W2903394456","https://openalex.org/W2902285665","https://openalex.org/W2975174210","https://openalex.org/W4200238620","https://openalex.org/W2244029015","https://openalex.org/W2287843335"],"abstract_inverted_index":{"Sentiment":[0],"Analysis":[1],"and":[2,14,36,57,94,104,113,154,184,186],"Community":[3],"Detection":[4],"are":[5,43],"two":[6],"of":[7,28,39,44,87,115,134],"the":[8,26,54,75,85,98,101,105,111,124,152,169,175],"main":[9],"methods":[10],"used":[11],"to":[12,81,96,121,167,173],"analyze":[13,174],"comprehend":[15],"human":[16],"interactions":[17],"on":[18,69,90,131,136],"social":[19,29,70,91],"media.":[20,71],"These":[21],"domains":[22],"expanded":[23],"immensely":[24],"with":[25],"rise":[27],"media,":[30],"as":[31,51,163],"it":[32,52,187],"provided":[33],"a":[34,88,137],"free":[35],"ever-increasing":[37],"quantity":[38],"data.":[40],"Domain":[41],"ontologies":[42],"great":[45],"assistance":[46],"in":[47,65,79,83],"collecting":[48,66,179],"specific":[49],"data,":[50],"describes":[53,74],"domain's":[55],"features":[56],"their":[58,132],"existing":[59],"relationships.":[60],"Therefore,":[61],"we":[62,171],"utilize":[63],"them":[64],"subject-specific":[67],"data":[68,147,181],"This":[72,117],"paper":[73],"framework":[76,118,142],"we've":[77],"designed":[78],"order":[80,166],"understand,":[82],"depth,":[84],"impact":[86],"subject":[89],"media":[92],"users,":[93,129],"also":[95,119,159],"evaluate":[97],"difference":[99],"between":[100,128],"Lexicon":[102],"Approach":[103],"Machine":[106],"Learning":[107],"Approach,":[108],"by":[109,178],"assessing":[110],"strengths":[112],"weaknesses":[114],"each.":[116],"aims":[120],"deeply":[122],"understand":[123],"connections":[125],"that":[126],"exist":[127],"depending":[130],"point":[133],"view":[135],"particular":[138],"subject.":[139],"The":[140],"resulting":[141],"not":[143],"only":[144],"analyzes":[145],"textual":[146],"(by":[148],"taking":[149],"into":[150],"account":[151],"negation":[153],"sentence":[155],"POS":[156],"tags),":[157],"but":[158],"visual":[160],"one,":[161],"such":[162],"images.":[164],"In":[165],"test":[168],"framework,":[170],"chose":[172],"Brexit":[176],"phenomenon":[177],"ontology-based":[180],"from":[182],"Twitter":[183],"Reddit,":[185],"had":[188],"some":[189],"promising":[190],"results.":[191]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
