{"id":"https://openalex.org/W4286008982","doi":"https://doi.org/10.1007/s40031-022-00776-w","title":"A Novelty Analysis about an Impact of Tweets and Twitter Bios on Topic Quality Discovery using the Topic Modeling","display_name":"A Novelty Analysis about an Impact of Tweets and Twitter Bios on Topic Quality Discovery using the Topic Modeling","publication_year":2022,"publication_date":"2022-07-20","ids":{"openalex":"https://openalex.org/W4286008982","doi":"https://doi.org/10.1007/s40031-022-00776-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40031-022-00776-w","doi":"https://doi.org/10.1007/s40031-022-00776-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40031-022-00776-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210226506","display_name":"Journal of The Institution of Engineers (India) Series B","issn_l":"2250-2106","issn":["2250-2106","2250-2114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of The Institution of Engineers (India): Series B","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5106618531","display_name":"Rathinasamy Muthusami","orcid":"https://orcid.org/0000-0001-7322-8653","observed_orcids":["https://orcid.org/0000-0001-7322-8653"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rathinasamy Muthusami","raw_affiliation_strings":["Department of Computer Applications, Dr. Mahalingam College of Engineering and Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":"https://orcid.org/0000-0001-7322-8653","affiliations":[{"raw_affiliation_string":"Department of Computer Applications, Dr. Mahalingam College of Engineering and Technology, Coimbatore, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103760948","display_name":"Kandhasamy Saritha","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kandhasamy Saritha","raw_affiliation_strings":["Department of Mathematics, P.A. College of Engineering and Technology, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, P.A. College of Engineering and Technology, Coimbatore, Tamil Nadu, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5106618531"],"corresponding_institution_ids":[],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":null,"fwci":1.0697,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83917775,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"103","issue":"5","first_page":"1431","last_page":"1441"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.5669000148773193,"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"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.5669000148773193,"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"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.41600000858306885,"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":0.005499999970197678,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.734000027179718},{"id":"https://openalex.org/keywords/tweets","display_name":"tweets","score":0.6840000152587891},{"id":"https://openalex.org/keywords/topic-modeling","display_name":"topic modeling","score":0.8920000195503235},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"latent Dirichlet allocation","score":0.9710000157356262},{"id":"https://openalex.org/keywords/correlated-topic-model","display_name":"correlated topic model","score":0.9929999709129333},{"id":"https://openalex.org/keywords/dendrogram","display_name":"dendrogram","score":0.9169999957084656},{"id":"https://openalex.org/keywords/cophenetic-correlation","display_name":"cophenetic correlation","score":0.9179999828338623},{"id":"https://openalex.org/keywords/social-media-text-analysis","display_name":"social media text analysis","score":0.48500001430511475}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.7489911317825317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7082523703575134},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.6925250291824341},{"id":"https://openalex.org/C536060405","wikidata":"https://www.wikidata.org/wiki/Q226264","display_name":"BIOS","level":2,"score":0.6813757419586182},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.6363106966018677},{"id":"https://openalex.org/C4438859","wikidata":"https://www.wikidata.org/wiki/Q186117","display_name":"Timeline","level":2,"score":0.5711448788642883},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5107736587524414},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5078023076057434},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.49255236983299255},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4706501364707947},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4231835603713989},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3894900679588318},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3326050341129303},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10967987775802612},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10693138837814331},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40031-022-00776-w","doi":"https://doi.org/10.1007/s40031-022-00776-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40031-022-00776-w","pdf_url":null,"source":{"id":"https://openalex.org/S4210226506","display_name":"Journal of The Institution of Engineers (India) Series B","issn_l":"2250-2106","issn":["2250-2106","2250-2114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-3"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of The Institution of Engineers (India): Series B","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W237710876","https://openalex.org/W1763875946","https://openalex.org/W1985602799","https://openalex.org/W2003724033","https://openalex.org/W2004192095","https://openalex.org/W2046804949","https://openalex.org/W2063904635","https://openalex.org/W2071225389","https://openalex.org/W2094268994","https://openalex.org/W2137958601","https://openalex.org/W2174706414","https://openalex.org/W2437508080","https://openalex.org/W2524602629","https://openalex.org/W2713189276","https://openalex.org/W2770129864","https://openalex.org/W2790610851","https://openalex.org/W2925080392","https://openalex.org/W2956394034","https://openalex.org/W2986451152","https://openalex.org/W2990711610","https://openalex.org/W3005792683","https://openalex.org/W3016899838","https://openalex.org/W3097642862","https://openalex.org/W3101311036","https://openalex.org/W3129353010","https://openalex.org/W3158656338","https://openalex.org/W3183554212","https://openalex.org/W3193503467","https://openalex.org/W3211227468","https://openalex.org/W3213582491","https://openalex.org/W4200361296","https://openalex.org/W4225894832"],"related_works":["https://openalex.org/W2754691590","https://openalex.org/W2116235440","https://openalex.org/W2159480651","https://openalex.org/W2347401547","https://openalex.org/W3102055941","https://openalex.org/W2076959242","https://openalex.org/W2372596980","https://openalex.org/W2734443605","https://openalex.org/W6946154664","https://openalex.org/W7095158366"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2022-07-21T00:00:00"}