{"id":"https://openalex.org/W4284993280","doi":"https://doi.org/10.1142/s1793962322430048","title":"Exploring natural language processing techniques to extract semantics from unstructured dataset which will aid in effective semantic interlinking","display_name":"Exploring natural language processing techniques to extract semantics from unstructured dataset which will aid in effective semantic interlinking","publication_year":2022,"publication_date":"2022-07-10","ids":{"openalex":"https://openalex.org/W4284993280","doi":"https://doi.org/10.1142/s1793962322430048"},"language":"en","primary_location":{"id":"doi:10.1142/s1793962322430048","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962322430048","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-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/A5035804494","display_name":"Shweta S. Aladakatti","orcid":"https://orcid.org/0000-0002-7555-4353"},"institutions":[{"id":"https://openalex.org/I157674215","display_name":"Presidency University","ror":"https://ror.org/04xgbph11","country_code":"IN","type":"education","lineage":["https://openalex.org/I157674215"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shweta S Aladakatti","raw_affiliation_strings":["Department of CSE, School of Engineering, Presidency University, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, School of Engineering, Presidency University, Bengaluru, India","institution_ids":["https://openalex.org/I157674215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110281872","display_name":"S. Senthil Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I157674215","display_name":"Presidency University","ror":"https://ror.org/04xgbph11","country_code":"IN","type":"education","lineage":["https://openalex.org/I157674215"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Senthil Kumar","raw_affiliation_strings":["Department of CSE, School of Engineering, Presidency University, Bengaluru, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, School of Engineering, Presidency University, Bengaluru, India","institution_ids":["https://openalex.org/I157674215"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035804494"],"corresponding_institution_ids":["https://openalex.org/I157674215"],"apc_list":null,"apc_paid":null,"fwci":6.6955,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96848737,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"14","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.988099992275238,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.988099992275238,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9666000008583069,"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/computer-science","display_name":"Computer science","score":0.8782198429107666},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.7244167923927307},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.7029274702072144},{"id":"https://openalex.org/keywords/meaning","display_name":"Meaning (existential)","score":0.6668485403060913},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5559120178222656},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5322691202163696},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5245457291603088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.516307532787323},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.49913978576660156},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.49906492233276367},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.4885345697402954},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.46885332465171814},{"id":"https://openalex.org/keywords/semantic-computing","display_name":"Semantic computing","score":0.43029695749282837},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.2897336483001709},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22982797026634216},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19567406177520752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8782198429107666},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.7244167923927307},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.7029274702072144},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.6668485403060913},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5559120178222656},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5322691202163696},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5245457291603088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.516307532787323},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.49913978576660156},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.49906492233276367},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.4885345697402954},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.46885332465171814},{"id":"https://openalex.org/C511149849","wikidata":"https://www.wikidata.org/wiki/Q7449051","display_name":"Semantic computing","level":3,"score":0.43029695749282837},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2897336483001709},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22982797026634216},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19567406177520752},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s1793962322430048","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s1793962322430048","pdf_url":null,"source":{"id":"https://openalex.org/S107361000","display_name":"Advances in Complex Systems","issn_l":"0219-5259","issn":["0219-5259","1793-6802","1793-9615","1793-9623"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modeling, Simulation, and Scientific Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"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":15,"referenced_works":["https://openalex.org/W2552760879","https://openalex.org/W2896626485","https://openalex.org/W2914417638","https://openalex.org/W2920241761","https://openalex.org/W2933877521","https://openalex.org/W2969718937","https://openalex.org/W3013120860","https://openalex.org/W3014792393","https://openalex.org/W3017166881","https://openalex.org/W3080459944","https://openalex.org/W3088518011","https://openalex.org/W3124042826","https://openalex.org/W3130347449","https://openalex.org/W3137288632","https://openalex.org/W3186812636"],"related_works":["https://openalex.org/W4285238471","https://openalex.org/W2537839963","https://openalex.org/W2359143405","https://openalex.org/W1664821344","https://openalex.org/W2022357542","https://openalex.org/W2059508983","https://openalex.org/W1546139022","https://openalex.org/W2013055153","https://openalex.org/W2023110884","https://openalex.org/W78209888"],"abstract_inverted_index":{"Designing":[0],"efficacious":[1],"semantics":[2],"for":[3,29],"the":[4,17,20,40,43,47,70,81,87,93,109,114,117,140],"dynamic":[5],"interaction":[6],"and":[7,26,61,78,104,142,157],"searches":[8],"has":[9,34],"proven":[10,65],"to":[11,52,66,86,127],"be":[12,67,76,133],"concretely":[13],"challenging":[14],"because":[15],"of":[16,19,24,42,49,72,83,95,116,119],"dynamically":[18],"semantic":[21],"searches,":[22],"method":[23],"browsing":[25,156],"visualization":[27],"interfaces":[28],"high":[30,53],"volume":[31,54],"information.":[32],"This":[33,90,146],"a":[35],"direct":[36],"impact":[37],"on":[38,80],"enhancing":[39],"capabilities":[41],"web.":[44],"To":[45],"surmount":[46],"challenges":[48],"providing":[50,84],"meaning":[51,85,118],"unstructured":[55,88,121],"datasets,":[56],"Natural":[57],"language":[58],"processing":[59],"techniques":[60,74,98,131],"implements":[62],"have":[63],"been":[64],"propitious,":[68],"however,":[69],"reactivity":[71],"these":[73],"should":[75],"studied":[77],"predicated":[79],"objective":[82],"data.":[89],"paper":[91],"demonstrates":[92],"working":[94],"five":[96],"NLP":[97,130],"namely,":[99],"bag-of-words,":[100],"TF-IDF,":[101],"NER,":[102],"LSA,":[103],"LDA.":[105],"The":[106],"experiment":[107],"provides":[108],"kindred":[110],"attribute":[111],"accomplishment":[112],"or":[113],"identification":[115],"this":[120],"data":[122,141],"varies":[123],"from":[124],"one":[125],"technique":[126],"another.":[128],"However,":[129],"can":[132],"efficient":[134],"as":[135],"they":[136],"provide":[137],"insights":[138],"into":[139],"make":[143],"it":[144],"human-readable.":[145],"will":[147],"in":[148,151],"turn":[149],"avail":[150],"building":[152],"better":[153],"human\u2013machine":[154],"intractable":[155],"applications.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}