{"id":"https://openalex.org/W4361793634","doi":"https://doi.org/10.1145/3582197.3582202","title":"A Proposed Method of Literature Analysis Based on Natural Language Processing and Network Analysis","display_name":"A Proposed Method of Literature Analysis Based on Natural Language Processing and Network Analysis","publication_year":2022,"publication_date":"2022-12-23","ids":{"openalex":"https://openalex.org/W4361793634","doi":"https://doi.org/10.1145/3582197.3582202"},"language":"en","primary_location":{"id":"doi:10.1145/3582197.3582202","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582197.3582202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 10th International Conference on Information Technology: IoT and Smart City","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/A5061293311","display_name":"Yunqing Jiang","orcid":"https://orcid.org/0000-0001-5259-833X"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Yunqing Jiang","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macao"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333835","display_name":"Patrick Cheong\u2010Iao Pang","orcid":"https://orcid.org/0000-0002-8820-5443"},"institutions":[{"id":"https://openalex.org/I49835588","display_name":"Macao Polytechnic University","ror":"https://ror.org/02sf5td35","country_code":"MO","type":"education","lineage":["https://openalex.org/I49835588"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Patrick Cheong-Iao Pang","raw_affiliation_strings":["Faculty of Applied Sciences, Macao Polytechnic University, Macao"],"affiliations":[{"raw_affiliation_string":"Faculty of Applied Sciences, Macao Polytechnic University, Macao","institution_ids":["https://openalex.org/I49835588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056176175","display_name":"Wen Wei Ang","orcid":"https://orcid.org/0000-0002-1978-1543"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wen Wei Ang","raw_affiliation_strings":["Yong Loo Lin School of Medicine, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032182958","display_name":"Ying Lau","orcid":"https://orcid.org/0000-0002-8289-3441"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ying Lau","raw_affiliation_strings":["Yong Loo Lin School of Medicine, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Yong Loo Lin School of Medicine, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061293311"],"corresponding_institution_ids":["https://openalex.org/I49835588"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.29131819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"29","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.930899977684021,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13751","display_name":"Diverse Approaches in Healthcare and Education Studies","score":0.930899977684021,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.9221000075340271,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/computer-science","display_name":"Computer science","score":0.8529735803604126},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7067220211029053},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6695777773857117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5760765075683594},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5269345045089722},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5253521800041199},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46707040071487427},{"id":"https://openalex.org/keywords/word-lists-by-frequency","display_name":"Word lists by frequency","score":0.46360883116722107},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4514271020889282},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.44883933663368225},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.44321560859680176},{"id":"https://openalex.org/keywords/word-processing","display_name":"Word processing","score":0.4384040832519531},{"id":"https://openalex.org/keywords/content-analysis","display_name":"Content analysis","score":0.4259568452835083},{"id":"https://openalex.org/keywords/network-analysis","display_name":"Network analysis","score":0.41923877596855164},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4035896062850952},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12551921606063843}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8529735803604126},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7067220211029053},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6695777773857117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5760765075683594},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5269345045089722},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5253521800041199},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46707040071487427},{"id":"https://openalex.org/C175293574","wikidata":"https://www.wikidata.org/wiki/Q697133","display_name":"Word lists by frequency","level":3,"score":0.46360883116722107},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4514271020889282},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.44883933663368225},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.44321560859680176},{"id":"https://openalex.org/C2983335612","wikidata":"https://www.wikidata.org/wiki/Q54277","display_name":"Word processing","level":2,"score":0.4384040832519531},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.4259568452835083},{"id":"https://openalex.org/C32946077","wikidata":"https://www.wikidata.org/wiki/Q618079","display_name":"Network analysis","level":2,"score":0.41923877596855164},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4035896062850952},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12551921606063843},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3582197.3582202","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3582197.3582202","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 10th International Conference on Information Technology: IoT and Smart City","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1521626219","https://openalex.org/W1824916146","https://openalex.org/W2121537574","https://openalex.org/W2150220236","https://openalex.org/W2168918708","https://openalex.org/W2758027246","https://openalex.org/W2774321672","https://openalex.org/W2888840545","https://openalex.org/W2938163383","https://openalex.org/W3007543796","https://openalex.org/W3035427259","https://openalex.org/W3042215340","https://openalex.org/W3043035991","https://openalex.org/W3065322535","https://openalex.org/W3112070437","https://openalex.org/W3144543375","https://openalex.org/W3180810729","https://openalex.org/W4206815589","https://openalex.org/W4285579224"],"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/W2037221107"],"abstract_inverted_index":{"The":[0],"number":[1],"of":[2,40,66],"scientific":[3],"publications":[4],"is":[5,15],"increasing":[6],"each":[7],"year,":[8],"and":[9,54,78],"researchers'":[10],"demand":[11],"for":[12,62],"literature":[13,25,41,85],"analysis":[14,26],"also":[16],"growing.":[17],"This":[18],"study":[19,61],"aims":[20],"to":[21,83],"propose":[22],"a":[23,70],"computer-aided":[24],"method":[27,36,74],"based":[28,87],"on":[29,88],"natural":[30],"language":[31],"processing":[32],"technology.":[33],"Our":[34],"seven-step":[35],"includes":[37],"the":[38,64],"tasks":[39],"search,":[42],"data":[43,77],"preprocessing,":[44],"word":[45,48,50],"frequency":[46],"calculation,":[47],"extraction,":[49],"labeling,":[51],"co-word":[52],"analysis,":[53],"network":[55],"visualization.":[56],"Demonstrated":[57],"with":[58],"an":[59],"empirical":[60],"exploring":[63],"development":[65],"artificial":[67],"intelligence":[68],"in":[69],"medical":[71],"area,":[72],"this":[73],"can":[75],"produce":[76],"visualizations":[79],"that":[80],"help":[81],"researchers":[82],"explore":[84],"content":[86],"their":[89],"research":[90],"objectives.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
