{"id":"https://openalex.org/W2792056721","doi":"https://doi.org/10.1155/2018/1407817","title":"On the Feature Selection and Classification Based on Information Gain for Document Sentiment Analysis","display_name":"On the Feature Selection and Classification Based on Information Gain for Document Sentiment Analysis","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2792056721","doi":"https://doi.org/10.1155/2018/1407817","mag":"2792056721"},"language":"en","primary_location":{"id":"doi:10.1155/2018/1407817","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/1407817","pdf_url":"http://downloads.hindawi.com/journals/acisc/2018/1407817.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/acisc/2018/1407817.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072472572","display_name":"Asriyanti Indah Pratiwi","orcid":"https://orcid.org/0000-0003-1200-786X"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"Asriyanti Indah Pratiwi","raw_affiliation_strings":["Telkom University, Telekomunikasi Street No. 1, Bandung 40257, Indonesia"],"raw_orcid":"https://orcid.org/0000-0003-1200-786X","affiliations":[{"raw_affiliation_string":"Telkom University, Telekomunikasi Street No. 1, Bandung 40257, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061473902","display_name":"Adiwijaya Adiwijaya","orcid":"https://orcid.org/0000-0002-3518-7587"},"institutions":[{"id":"https://openalex.org/I862893732","display_name":"Telkom University","ror":"https://ror.org/0004wsx81","country_code":"ID","type":"education","lineage":["https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Adiwijaya","raw_affiliation_strings":["Telkom University, Telekomunikasi Street No. 1, Bandung 40257, Indonesia"],"raw_orcid":"https://orcid.org/0000-0002-3518-7587","affiliations":[{"raw_affiliation_string":"Telkom University, Telekomunikasi Street No. 1, Bandung 40257, Indonesia","institution_ids":["https://openalex.org/I862893732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072472572"],"corresponding_institution_ids":["https://openalex.org/I862893732"],"apc_list":{"value":900,"currency":"USD","value_usd":900},"apc_paid":{"value":900,"currency":"USD","value_usd":900},"fwci":7.791,"has_fulltext":true,"cited_by_count":77,"citation_normalized_percentile":{"value":0.97806245,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9973999857902527,"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":0.9973999857902527,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9812999963760376,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9799000024795532,"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":0.8563631772994995},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.8002107739448547},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7777695059776306},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6546317338943481},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6011621356010437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6004126071929932},{"id":"https://openalex.org/keywords/information-gain","display_name":"Information gain","score":0.5224708318710327},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.490965873003006},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.4465232491493225},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4272034764289856},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4176924228668213},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3892245590686798},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.04867994785308838}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8563631772994995},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.8002107739448547},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7777695059776306},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6546317338943481},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6011621356010437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6004126071929932},{"id":"https://openalex.org/C2983203078","wikidata":"https://www.wikidata.org/wiki/Q255166","display_name":"Information gain","level":2,"score":0.5224708318710327},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.490965873003006},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.4465232491493225},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4272034764289856},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4176924228668213},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3892245590686798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.04867994785308838},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2018/1407817","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/1407817","pdf_url":"http://downloads.hindawi.com/journals/acisc/2018/1407817.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cc609a528e034c639227d0ac5170a182","is_oa":true,"landing_page_url":"https://doaj.org/article/cc609a528e034c639227d0ac5170a182","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Computational Intelligence and Soft Computing, Vol 2018 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2018/1407817","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/1407817","pdf_url":"http://downloads.hindawi.com/journals/acisc/2018/1407817.pdf","source":{"id":"https://openalex.org/S30680879","display_name":"Applied Computational Intelligence and Soft Computing","issn_l":"1687-9724","issn":["1687-9724","1687-9732"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Computational Intelligence and Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2792056721.pdf","grobid_xml":"https://content.openalex.org/works/W2792056721.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2005624335","https://openalex.org/W2076384720","https://openalex.org/W2149772057","https://openalex.org/W2306941105"],"related_works":["https://openalex.org/W2094189286","https://openalex.org/W4237536247","https://openalex.org/W16133775","https://openalex.org/W2328484534","https://openalex.org/W1975169174","https://openalex.org/W2465988918","https://openalex.org/W2367691850","https://openalex.org/W2360805930","https://openalex.org/W4308273529","https://openalex.org/W4237294917"],"abstract_inverted_index":{"Sentiment":[0],"analysis":[1,19],"in":[2],"a":[3,33],"movie":[4],"review":[5],"is":[6,31],"the":[7,16,25,67,78,86,95],"needs":[8],"of":[9,18,42,74,88],"today":[10],"lifestyle.":[11],"Unfortunately,":[12],"enormous":[13,40],"features":[14,43,65],"make":[15],"sentiment":[17,47,75],"slow":[20],"and":[21,29,44,53,92],"less":[22],"sensitive.":[23],"Finding":[24],"optimum":[26],"feature":[27,51,90],"selection":[28,52,91],"classification":[30,54,69,93],"still":[32],"challenge.":[34],"In":[35],"order":[36],"to":[37],"handle":[38],"an":[39,49],"number":[41],"provide":[45],"better":[46],"classification,":[48],"information-based":[50],"are":[55],"proposed.":[56],"The":[57],"proposed":[58,68,89],"method":[59],"reduces":[60],"more":[61],"than":[62],"90%":[63],"unnecessary":[64],"while":[66],"scheme":[70],"achieves":[71,94],"96%":[72],"accuracy":[73],"classification.":[76],"From":[77],"experimental":[79],"results,":[80],"it":[81],"can":[82],"be":[83],"concluded":[84],"that":[85],"combination":[87],"best":[96],"performance":[97],"so":[98],"far.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":17},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":5}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}