{"id":"https://openalex.org/W3084000838","doi":"https://doi.org/10.1007/978-981-15-5788-0_21","title":"Utility of Neural Embeddings in Semantic Similarity of Text Data","display_name":"Utility of Neural Embeddings in Semantic Similarity of Text Data","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3084000838","doi":"https://doi.org/10.1007/978-981-15-5788-0_21","mag":"3084000838"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-5788-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5788-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5052307241","display_name":"Manik Hendre","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Manik Hendre","raw_affiliation_strings":["Department of Analytics and IT, Pune Institute of Business Management, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Analytics and IT, Pune Institute of Business Management, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013190334","display_name":"Prasenjit Mukherjee","orcid":"https://orcid.org/0000-0003-2424-0634"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prasenjit Mukherjee","raw_affiliation_strings":["Department of Analytics and IT, Pune Institute of Business Management, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Analytics and IT, Pune Institute of Business Management, Pune, Maharashtra, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036429875","display_name":"Manish Godse","orcid":"https://orcid.org/0000-0002-7541-9389"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manish Godse","raw_affiliation_strings":["Department of Analytics and IT, Pune Institute of Business Management, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Department of Analytics and IT, Pune Institute of Business Management, Pune, Maharashtra, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052307241"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0989,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80786529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"223","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":1.0,"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":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9993000030517578,"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":0.9958000183105469,"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/jaccard-index","display_name":"Jaccard index","score":0.866136908531189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7551544904708862},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.6998348832130432},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.699200451374054},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6354637145996094},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6250401139259338},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6130152940750122},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5389974117279053},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.522881031036377},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.48858842253685},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4882562458515167},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.48721712827682495},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48193836212158203},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43908464908599854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2655031383037567},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11963671445846558}],"concepts":[{"id":"https://openalex.org/C203519979","wikidata":"https://www.wikidata.org/wiki/Q865360","display_name":"Jaccard index","level":3,"score":0.866136908531189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551544904708862},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.6998348832130432},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.699200451374054},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6354637145996094},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6250401139259338},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6130152940750122},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5389974117279053},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.522881031036377},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.48858842253685},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4882562458515167},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.48721712827682495},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48193836212158203},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43908464908599854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2655031383037567},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11963671445846558},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-5788-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5788-0_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6200000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2028140375","https://openalex.org/W2153579005","https://openalex.org/W2250539671","https://openalex.org/W2507974895","https://openalex.org/W2523199059","https://openalex.org/W2742947407","https://openalex.org/W2793303358","https://openalex.org/W2884001105","https://openalex.org/W2891177506","https://openalex.org/W2911338114","https://openalex.org/W2947771965","https://openalex.org/W2950577311","https://openalex.org/W2956530858","https://openalex.org/W2962739339","https://openalex.org/W3105248300"],"related_works":["https://openalex.org/W4254879869","https://openalex.org/W786657898","https://openalex.org/W1997853560","https://openalex.org/W2911655849","https://openalex.org/W4286432911","https://openalex.org/W2966570129","https://openalex.org/W3099449837","https://openalex.org/W2774861092","https://openalex.org/W2622845166","https://openalex.org/W4301351852"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}