{"id":"https://openalex.org/W4407129491","doi":"https://doi.org/10.1109/imcom64595.2025.10857551","title":"Analysis of Public Sentiment about Childfree in Indonesia using Support Vector Machine Methods","display_name":"Analysis of Public Sentiment about Childfree in Indonesia using Support Vector Machine Methods","publication_year":2025,"publication_date":"2025-01-03","ids":{"openalex":"https://openalex.org/W4407129491","doi":"https://doi.org/10.1109/imcom64595.2025.10857551"},"language":"en","primary_location":{"id":"doi:10.1109/imcom64595.2025.10857551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom64595.2025.10857551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM)","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/A5069337580","display_name":"Herdianti Darwis","orcid":"https://orcid.org/0000-0001-5196-0966"},"institutions":[{"id":"https://openalex.org/I4210116576","display_name":"Universitas Muslim Indonesia","ror":"https://ror.org/02c0s8023","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116576"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Herdianti Darwis","raw_affiliation_strings":["Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia","institution_ids":["https://openalex.org/I4210116576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116144392","display_name":"Arya Nanda Pratama Pagala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116576","display_name":"Universitas Muslim Indonesia","ror":"https://ror.org/02c0s8023","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116576"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Arya Nanda Pratama Pagala","raw_affiliation_strings":["Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia","institution_ids":["https://openalex.org/I4210116576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000530885","display_name":"Siska Anraeni","orcid":"https://orcid.org/0000-0001-9740-4754"},"institutions":[{"id":"https://openalex.org/I4210116576","display_name":"Universitas Muslim Indonesia","ror":"https://ror.org/02c0s8023","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116576"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Siska Anraeni","raw_affiliation_strings":["Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia","institution_ids":["https://openalex.org/I4210116576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116144393","display_name":"Tazkirah Amaliah","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116576","display_name":"Universitas Muslim Indonesia","ror":"https://ror.org/02c0s8023","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116576"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Tazkirah Amaliah","raw_affiliation_strings":["Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia","institution_ids":["https://openalex.org/I4210116576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056761340","display_name":"Ihwana As\u2019ad","orcid":"https://orcid.org/0000-0003-1070-3255"},"institutions":[{"id":"https://openalex.org/I4210116576","display_name":"Universitas Muslim Indonesia","ror":"https://ror.org/02c0s8023","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116576"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Ihwana As'ad","raw_affiliation_strings":["Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia","institution_ids":["https://openalex.org/I4210116576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052702968","display_name":"A. Ulfah Tenripada","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116576","display_name":"Universitas Muslim Indonesia","ror":"https://ror.org/02c0s8023","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210116576"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andi Ulfah Tenripada","raw_affiliation_strings":["Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia"],"affiliations":[{"raw_affiliation_string":"Universitas Muslim Indonesia,Faculty of Computer Science,Makassar,Indonesia","institution_ids":["https://openalex.org/I4210116576"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5069337580"],"corresponding_institution_ids":["https://openalex.org/I4210116576"],"apc_list":null,"apc_paid":null,"fwci":20.8328,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.99022499,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9697999954223633,"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"}},"topics":[{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.9697999954223633,"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"}},{"id":"https://openalex.org/T13538","display_name":"Linguistics and Language Analysis","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14216","display_name":"Multimedia Learning Systems","score":0.9373000264167786,"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/support-vector-machine","display_name":"Support vector machine","score":0.7135604619979858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6190764307975769},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5053628087043762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44988611340522766}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7135604619979858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190764307975769},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5053628087043762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44988611340522766}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom64595.2025.10857551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom64595.2025.10857551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 19th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W3003265726","https://openalex.org/W3008993296","https://openalex.org/W3015218641","https://openalex.org/W3033928040","https://openalex.org/W3037894786","https://openalex.org/W3090154305","https://openalex.org/W3121948532","https://openalex.org/W3159481202","https://openalex.org/W3164947024","https://openalex.org/W3201675569","https://openalex.org/W3202031169","https://openalex.org/W4229021778","https://openalex.org/W4313482886","https://openalex.org/W4381149365","https://openalex.org/W4385350438","https://openalex.org/W4385398824","https://openalex.org/W4387615353","https://openalex.org/W4387615379","https://openalex.org/W4391742609","https://openalex.org/W4391742756","https://openalex.org/W4392854307","https://openalex.org/W4392854340","https://openalex.org/W4399464612","https://openalex.org/W4400601866","https://openalex.org/W4402897268","https://openalex.org/W6874036432"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989"],"abstract_inverted_index":{"Childfree":[0],"is":[1,13,32,73,140,178],"the":[2,22,27,69,97,100,137,141,149,160,164,174],"choice":[3],"to":[4,33],"live":[5],"without":[6],"having":[7],"or":[8],"adopting":[9],"children.":[10,35],"This":[11],"phenomenon":[12],"still":[14],"considered":[15],"a":[16,155,169],"sensitive":[17],"topic":[18],"in":[19],"Indonesia,":[20],"where":[21],"prevailing":[23],"belief":[24],"holds":[25],"that":[26,136,180],"primary":[28],"goal":[29],"of":[30,99,152,157,166,171],"marriage":[31],"have":[34,52],"Numerous":[36],"individuals":[37],"share":[38],"their":[39],"perspectives":[40],"on":[41,68,89,159,173],"this":[42,47],"matter":[43],"through":[44],"Twitter.":[45],"In":[46],"research,":[48],"6654":[49],"raw":[50],"data":[51,185],"been":[53],"collected":[54],"from":[55],"Twitter":[56],"using":[57,60,64,181],"crawling":[58],"techniques":[59],"Rapidminer":[61],"and":[62,92,123,163],"scraping":[63],"website":[65],"scrape":[66],"based":[67,88],"keyword":[70],"\u201cchildfree\u201d":[71],"which":[72],"preprocessed":[74],"into":[75],"clean":[76],"data.":[77],"The":[78,132],"sentiment":[79,87],"analysis":[80],"model":[81],"carried":[82],"out":[83],"includes":[84],"categorizing":[85],"childfree":[86],"religious,":[90],"medical":[91],"economic":[93,138],"fields,":[94],"then":[95],"measuring":[96],"performance":[98,151],"support":[101],"vector":[102],"machine,":[103],"involving":[104],"several":[105],"methods":[106],"such":[107],"as":[108],"RoBERTa":[109],"labeling,":[110],"bigram":[111],"tokenizing,":[112],"term":[113],"frequency":[114,117],"inverse":[115],"document":[116],"weighting,":[118],"5":[119],"cross":[120],"validation":[121],"training,":[122],"synthetic":[124],"minority":[125],"over-sampling":[126],"technique":[127],"with":[128,145],"edited":[129],"nearest":[130],"neighbors.":[131],"research":[133],"results":[134],"show":[135],"category":[139],"most":[142],"influential":[143],"field":[144],"722":[146],"related":[147],"sentiments,":[148],"accuracy":[150],"SVM":[153],"gives":[154,168],"value":[156,170],"75.95%":[158],"linear":[161,175],"kernel":[162],"application":[165],"SMOTEENN":[167],"95.94%":[172],"kernel,":[176],"it":[177],"proven":[179],"SMOOTEENN":[182],"can":[183],"overcome":[184],"imbalance.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
