{"id":"https://openalex.org/W4402353878","doi":"https://doi.org/10.1109/ijcnn60899.2024.10651532","title":"MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification","display_name":"MARKS-mech: A Mask-based Prior Knowledge Dissemination Mechanism for including Discourse Relations for Sentiment Classification","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402353878","doi":"https://doi.org/10.1109/ijcnn60899.2024.10651532"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10651532","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10651532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087254139","display_name":"Shashank Gupta","orcid":"https://orcid.org/0000-0001-8283-6597"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shashank Gupta","raw_affiliation_strings":["Deakin University,School of IT,Geelong,VIC,Australia,3216"],"affiliations":[{"raw_affiliation_string":"Deakin University,School of IT,Geelong,VIC,Australia,3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010621788","display_name":"Antonio Robles\u2010Kelly","orcid":"https://orcid.org/0000-0002-2465-5971"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Antonio Robles-Kelly","raw_affiliation_strings":["Deakin University,School of IT,Geelong,VIC,Australia,3216"],"affiliations":[{"raw_affiliation_string":"Deakin University,School of IT,Geelong,VIC,Australia,3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018899731","display_name":"Mohamed Reda Bouadjenek","orcid":"https://orcid.org/0000-0003-1807-430X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohamed Reda Bouadjenek","raw_affiliation_strings":["Deakin University,School of IT,Geelong,VIC,Australia,3216"],"affiliations":[{"raw_affiliation_string":"Deakin University,School of IT,Geelong,VIC,Australia,3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004653709","display_name":"Asef Nazari","orcid":"https://orcid.org/0000-0003-4955-9684"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Asef Nazari","raw_affiliation_strings":["Deakin University,School of IT,Geelong,VIC,Australia,3216"],"affiliations":[{"raw_affiliation_string":"Deakin University,School of IT,Geelong,VIC,Australia,3216","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046309576","display_name":"Dhananjay Thiruvady","orcid":"https://orcid.org/0000-0002-8011-933X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dhananjay Thiruvady","raw_affiliation_strings":["Deakin University,School of IT,Geelong,VIC,Australia,3216"],"affiliations":[{"raw_affiliation_string":"Deakin University,School of IT,Geelong,VIC,Australia,3216","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087254139"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12867372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9988999962806702,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.7140884399414062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6638942956924438},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6463198065757751},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5390026569366455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47757986187934875},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.32753995060920715},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.2133190631866455},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06787848472595215}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7140884399414062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6638942956924438},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6463198065757751},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5390026569366455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47757986187934875},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32753995060920715},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2133190631866455},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06787848472595215}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10651532","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10651532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/27080635","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27080635","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1835566166","https://openalex.org/W1932198206","https://openalex.org/W2064675550","https://openalex.org/W2142065989","https://openalex.org/W2516809705","https://openalex.org/W2524182563","https://openalex.org/W2565304260","https://openalex.org/W2602331152","https://openalex.org/W2767656849","https://openalex.org/W2888202222","https://openalex.org/W2913668833","https://openalex.org/W2945976633","https://openalex.org/W2949276121","https://openalex.org/W2962739339","https://openalex.org/W2963687836","https://openalex.org/W3006087551","https://openalex.org/W3010865323","https://openalex.org/W3104186312","https://openalex.org/W3184998487","https://openalex.org/W3189586864","https://openalex.org/W4205511145","https://openalex.org/W4300668030","https://openalex.org/W4327644082","https://openalex.org/W4379259632","https://openalex.org/W4383371721","https://openalex.org/W6638523607","https://openalex.org/W6640212811","https://openalex.org/W6645506812","https://openalex.org/W6682991711","https://openalex.org/W6684468177","https://openalex.org/W6691624895","https://openalex.org/W6691795100"],"related_works":["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","https://openalex.org/W2765903680","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Disseminating":[0],"prior":[1,55,70,89,117],"knowledge":[2,71,90,118,132],"about":[3],"a":[4,58,66,78,100],"pattern":[5],"recognition":[6],"task":[7],"in":[8,72,91],"Deep":[9],"Neural":[10],"Networks":[11],"(DNNs)":[12],"is":[13,110],"desirable,":[14],"to":[15,18,29,68,105,113,136],"enable":[16],"them":[17],"learn":[19,30],"some":[20],"complex":[21],"patterns":[22],"or":[23],"representations,":[24],"that":[25,41,86,127],"are":[26],"otherwise":[27],"difficult":[28],"via":[31,94],"usual":[32],"data-driven":[33],"training.":[34],"Several":[35],"methods":[36,122],"have":[37],"been":[38],"proposed":[39],"for":[40],"purpose,":[42],"but":[43],"creating":[44],"an":[45],"end-to-end":[46],"trainable":[47],"DNN":[48,73,92],"model,":[49],"while":[50],"keeping":[51],"it":[52],"informed":[53],"with":[54],"knowledge,":[56],"remains":[57],"challenging":[59],"task.":[60],"In":[61],"this":[62],"paper,":[63],"we":[64,76],"propose":[65],"method":[67,129],"disseminate":[69],"models.":[74],"Specifically,":[75],"created":[77],"novel":[79],"MAsk-based":[80],"pRior":[81],"Knowledge":[82],"diSsemination":[83],"mechanism":[84],"(MARKS-mech),":[85],"transfers":[87],"logical":[88,116],"models":[93],"input":[95],"data":[96],"transformation.":[97],"We":[98,125],"utilize":[99],"recently":[101],"constructed":[102],"Twitter-based":[103],"dataset":[104],"perform":[106],"our":[107,128],"experiments,":[108],"which":[109],"specifically":[111],"designed":[112],"test":[114],"the":[115,137],"dissemination":[119,133],"ability":[120],"of":[121],"like":[123],"ours.":[124],"find":[126],"provides":[130],"superior":[131],"performance":[134],"compared":[135],"baselines.":[138]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
