{"id":"https://openalex.org/W2911573349","doi":"https://doi.org/10.1109/iisa.2018.8633598","title":"A Multicriteria Framework for Assessing Sentiment Analysis in Social and Digital Learning: Software Review","display_name":"A Multicriteria Framework for Assessing Sentiment Analysis in Social and Digital Learning: Software Review","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2911573349","doi":"https://doi.org/10.1109/iisa.2018.8633598","mag":"2911573349"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2018.8633598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5068272767","display_name":"Christos Troussas","orcid":"https://orcid.org/0000-0002-9604-2015"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Christos Troussas","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030337643","display_name":"Akrivi Krouska","orcid":"https://orcid.org/0000-0002-8620-5255"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Akrivi Krouska","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057523671","display_name":"Maria Virvou","orcid":"https://orcid.org/0000-0002-4008-4654"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Virvou","raw_affiliation_strings":["Department of Informatics, University of Piraeus, Piraeus, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068272767"],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":0.1629,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.61548891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"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":0.9998999834060669,"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":0.9624000191688538,"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/T11122","display_name":"Online Learning and Analytics","score":0.927299976348877,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.853775680065155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7725205421447754},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.7006208300590515},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.576402485370636},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5278006792068481},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5245844721794128},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5242993235588074},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.4595135748386383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4168124198913574},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32989877462387085},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24197044968605042}],"concepts":[{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.853775680065155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7725205421447754},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.7006208300590515},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.576402485370636},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5278006792068481},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5245844721794128},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5242993235588074},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.4595135748386383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4168124198913574},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32989877462387085},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24197044968605042},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2018.8633598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2018.8633598","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 9th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1816217560","https://openalex.org/W1970592556","https://openalex.org/W2002901997","https://openalex.org/W2021324335","https://openalex.org/W2022204871","https://openalex.org/W2064315210","https://openalex.org/W2108646579","https://openalex.org/W2142806146","https://openalex.org/W2148506018","https://openalex.org/W2156192975","https://openalex.org/W2159335442","https://openalex.org/W2169687478","https://openalex.org/W2361139369","https://openalex.org/W2773764778","https://openalex.org/W2792518149"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4241523039","https://openalex.org/W2360028903","https://openalex.org/W4280543773","https://openalex.org/W178231042","https://openalex.org/W2366083136","https://openalex.org/W2387622493","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2375476037"],"abstract_inverted_index":{"Sentiment":[0],"Analysis":[1],"has":[2,73],"become":[3],"a":[4,70,78,93,111],"powerful":[5],"tool":[6],"that":[7,123],"supports":[8],"the":[9,21,36,40,55,130],"field":[10,131],"of":[11,43,69,114,132],"e-Iearning":[12],"variously.":[13],"Learners":[14],"can":[15,29,47,82],"unintentionally":[16],"provide":[17],"priceless":[18],"information":[19,33,51],"to":[20,34,39,87],"instructors":[22,46],"concerning":[23],"their":[24],"emotional":[25,41,67],"state.":[26],"Educational":[27],"software":[28,117],"then":[30,48,83],"use":[31,49],"this":[32,50,109],"adapt":[35],"learning":[37,56,77,106],"process":[38],"needs":[42],"learners.":[44],"Similarly,":[45],"in":[52,76,102,129],"order":[53],"render":[54],"experience":[57],"more":[58],"attractive.":[59],"For":[60],"instance,":[61],"when":[62],"sentiment":[63,99,115,133],"analysis":[64,100,113,116,134],"detects":[65],"an":[66],"state":[68],"student":[71],"who":[72],"no":[74],"interest":[75],"specific":[79],"subject,":[80],"it":[81],"motivate":[84],"him/her":[85],"not":[86],"quit":[88],"learning.":[89,139],"This":[90],"paper":[91],"presents":[92],"novel":[94],"multicriteria":[95],"framework":[96],"for":[97,127],"assessing":[98],"both":[101],"social":[103,136],"and":[104,137],"digital":[105,138],"environments.":[107],"Using":[108],"framework,":[110],"comparative":[112],"is":[118,125,135],"conducted.":[119],"Its":[120],"results":[121],"demonstrate":[122],"there":[124],"scope":[126],"improvement":[128]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
