{"id":"https://openalex.org/W3042980693","doi":"https://doi.org/10.4018/jitr.2020070109","title":"Social Network Analysis","display_name":"Social Network Analysis","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3042980693","doi":"https://doi.org/10.4018/jitr.2020070109","mag":"3042980693"},"language":"en","primary_location":{"id":"doi:10.4018/jitr.2020070109","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jitr.2020070109","pdf_url":null,"source":{"id":"https://openalex.org/S138592535","display_name":"Journal of Information Technology Research","issn_l":"1938-7857","issn":["1938-7857","1938-7865"],"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":"Journal of Information Technology Research","raw_type":"journal-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/A5011192704","display_name":"Youness Madani","orcid":"https://orcid.org/0000-0001-9363-7147"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Youness Madani","raw_affiliation_strings":["Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"raw_orcid":"https://orcid.org/0000-0001-9363-7147","affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088964736","display_name":"Mohammed Erritali","orcid":"https://orcid.org/0000-0002-1672-8085"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Erritali","raw_affiliation_strings":["Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-1672-8085","affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067532234","display_name":"Jamaa Bengourram","orcid":"https://orcid.org/0000-0002-6556-5016"},"institutions":[{"id":"https://openalex.org/I4210119856","display_name":"Universit\u00e9 Sultan Moulay Slimane","ror":"https://ror.org/02m8tb249","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210119856"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Jamaa Bengourram","raw_affiliation_strings":["Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences and Technics, Sultan Moulay Slimane University, Beni Mellal, Morocco","institution_ids":["https://openalex.org/I4210119856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021298705","display_name":"Fran\u00e7oise Sailhan","orcid":"https://orcid.org/0000-0003-4935-5323"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francoise Sailhan","raw_affiliation_strings":["National Conservatory of Arts and Crafts(CNAM), Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Conservatory of Arts and Crafts(CNAM), Paris, France","institution_ids":["https://openalex.org/I124158823"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011192704"],"corresponding_institution_ids":["https://openalex.org/I4210119856"],"apc_list":null,"apc_paid":null,"fwci":0.5436,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73521527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"3","first_page":"142","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":1.0,"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":1.0,"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":0.9977999925613403,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.7563158869743347},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6486465334892273},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.582677960395813},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5404902100563049},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4928405284881592},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48766911029815674},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.4862188398838043},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4497508704662323},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.42676645517349243},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.41121962666511536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40851202607154846},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.37571942806243896},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.21254917979240417},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.14800918102264404},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10495036840438843}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7563158869743347},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6486465334892273},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.582677960395813},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5404902100563049},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4928405284881592},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48766911029815674},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.4862188398838043},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4497508704662323},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.42676645517349243},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.41121962666511536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40851202607154846},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.37571942806243896},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.21254917979240417},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.14800918102264404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10495036840438843},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jitr.2020070109","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jitr.2020070109","pdf_url":null,"source":{"id":"https://openalex.org/S138592535","display_name":"Journal of Information Technology Research","issn_l":"1938-7857","issn":["1938-7857","1938-7865"],"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":"Journal of Information Technology Research","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03466144v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03466144","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information Technology Research, 2020, 13 (3), pp.1-14. &#x27E8;10.4018/JITR.2020070109&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W333500581","https://openalex.org/W1526460642","https://openalex.org/W2007094611","https://openalex.org/W2019759670","https://openalex.org/W2306706380","https://openalex.org/W2406624406","https://openalex.org/W2553002154","https://openalex.org/W2563172398","https://openalex.org/W2587838525","https://openalex.org/W2589053057","https://openalex.org/W2617693680","https://openalex.org/W2727488328","https://openalex.org/W2751196688","https://openalex.org/W2773408326","https://openalex.org/W2786540448","https://openalex.org/W2803179511","https://openalex.org/W2912565176","https://openalex.org/W4211007335"],"related_works":["https://openalex.org/W2181415496","https://openalex.org/W3199050383","https://openalex.org/W4322732584","https://openalex.org/W2477660228","https://openalex.org/W2922721683","https://openalex.org/W2943069943","https://openalex.org/W2382941854","https://openalex.org/W2889574165","https://openalex.org/W2219483656","https://openalex.org/W2735794055"],"abstract_inverted_index":{"Sentiment":[0],"analysis":[1],"has":[2],"become":[3],"an":[4,63],"important":[5],"field":[6],"in":[7,10,86],"scientific":[8],"research":[9],"recent":[11],"years.":[12],"The":[13,46],"goal":[14],"is":[15,49],"to":[16],"extract":[17],"opinions":[18],"and":[19,44,62,74,89],"sentiments":[20],"from":[21],"written":[22],"text":[23],"using":[24,57,92],"artificial":[25],"intelligence":[26],"algorithms.":[27],"In":[28],"this":[29],"article,":[30],"we":[31,96],"propose":[32],"a":[33,54],"new":[34],"approach":[35,56,64,81],"for":[36],"classifying":[37],"Twitter":[38],"data":[39],"into":[40],"classes":[41],"(positive,":[42],"negative,":[43],"neutral).":[45],"proposed":[47],"method":[48],"based":[50,65],"on":[51,66],"two":[52],"approaches,":[53],"dictionary-based":[55],"the":[58,67,87,93,98,101],"sentimental":[59],"dictionary":[60],"SentiWordNet,":[61],"fuzzy":[68,94],"logic":[69,95],"system":[70],"(fuzzification,":[71],"rule":[72],"inference,":[73],"defuzzification).":[75],"Experimental":[76],"results":[77],"show":[78],"that":[79,90],"our":[80],"outperforms":[82],"some":[83],"other":[84],"approaches":[85],"literature":[88],"by":[91],"improve":[97],"quality":[99],"of":[100],"classification.":[102]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
