{"id":"https://openalex.org/W4412922557","doi":"https://doi.org/10.1142/s179300572550053x","title":"Big Data Searching Using Words","display_name":"Big Data Searching Using Words","publication_year":2025,"publication_date":"2025-07-25","ids":{"openalex":"https://openalex.org/W4412922557","doi":"https://doi.org/10.1142/s179300572550053x"},"language":"en","primary_location":{"id":"doi:10.1142/s179300572550053x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179300572550053x","pdf_url":null,"source":{"id":"https://openalex.org/S135331755","display_name":"New Mathematics and Natural Computation","issn_l":"1793-0057","issn":["1793-0057","1793-7027"],"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":"New Mathematics and Natural Computation","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/A5041794744","display_name":"Santanu Acharjee","orcid":"https://orcid.org/0000-0003-4932-3305"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Santanu Acharjee","raw_affiliation_strings":["Department of Mathematics, Gauhati University, Guwahati-781014, Assam, India"],"raw_orcid":"https://orcid.org/0000-0003-4932-3305","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Gauhati University, Guwahati-781014, Assam, India","institution_ids":["https://openalex.org/I138537684"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ripunjoy Choudhury","orcid":"https://orcid.org/0009-0006-6344-9122"},"institutions":[{"id":"https://openalex.org/I138537684","display_name":"Gauhati University","ror":"https://ror.org/01ppj9r51","country_code":"IN","type":"education","lineage":["https://openalex.org/I138537684"]},{"id":"https://openalex.org/I4210113643","display_name":"The Federal Polytechnic, Ado-Ekiti","ror":"https://ror.org/0250bhj44","country_code":"NG","type":"education","lineage":["https://openalex.org/I4210113643"]}],"countries":["IN","NG"],"is_corresponding":false,"raw_author_name":"Ripunjoy Choudhury","raw_affiliation_strings":["Department of Mathematics, Gauhati University, Guwahati-781014, Assam, India","Department of Mathematics, Kamrup Polytechnic, Baihata Chariali-781381, Assam, India"],"raw_orcid":"https://orcid.org/0009-0006-6344-9122","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Gauhati University, Guwahati-781014, Assam, India","institution_ids":["https://openalex.org/I138537684"]},{"raw_affiliation_string":"Department of Mathematics, Kamrup Polytechnic, Baihata Chariali-781381, Assam, India","institution_ids":["https://openalex.org/I4210113643"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041794744"],"corresponding_institution_ids":["https://openalex.org/I138537684"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09412877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"03","first_page":"1107","last_page":"1142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9933000206947327,"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":0.6424015760421753},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5553028583526611},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4009853005409241},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3806564211845398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3662053942680359},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3004797101020813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6424015760421753},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5553028583526611},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4009853005409241},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3806564211845398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3662053942680359},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3004797101020813}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s179300572550053x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s179300572550053x","pdf_url":null,"source":{"id":"https://openalex.org/S135331755","display_name":"New Mathematics and Natural Computation","issn_l":"1793-0057","issn":["1793-0057","1793-7027"],"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":"New Mathematics and Natural Computation","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W937729739","https://openalex.org/W1820944251","https://openalex.org/W1968786829","https://openalex.org/W1983105620","https://openalex.org/W1991566301","https://openalex.org/W1995443851","https://openalex.org/W2007911100","https://openalex.org/W2018378172","https://openalex.org/W2059139185","https://openalex.org/W2061619357","https://openalex.org/W2071391326","https://openalex.org/W2090836891","https://openalex.org/W2109574129","https://openalex.org/W2202037140","https://openalex.org/W2202042777","https://openalex.org/W2223140295","https://openalex.org/W2296719434","https://openalex.org/W2328032026","https://openalex.org/W2395579298","https://openalex.org/W2467389505","https://openalex.org/W2510616781","https://openalex.org/W2527889223","https://openalex.org/W2626568980","https://openalex.org/W2733252777","https://openalex.org/W2790725215","https://openalex.org/W2795028571","https://openalex.org/W2801761896","https://openalex.org/W2806822625","https://openalex.org/W2883730939","https://openalex.org/W2884392010","https://openalex.org/W3003167748","https://openalex.org/W3007299504","https://openalex.org/W3035188745","https://openalex.org/W3136533351","https://openalex.org/W3202868818","https://openalex.org/W4200390735","https://openalex.org/W4244605533","https://openalex.org/W4244871806","https://openalex.org/W4250968050","https://openalex.org/W4283689535","https://openalex.org/W4285090524","https://openalex.org/W4293071636","https://openalex.org/W4293076218","https://openalex.org/W4366698663","https://openalex.org/W4390641035","https://openalex.org/W4392303566","https://openalex.org/W4398243663","https://openalex.org/W4400885244","https://openalex.org/W4400895424","https://openalex.org/W4400897250","https://openalex.org/W4400900126","https://openalex.org/W4402024459","https://openalex.org/W4402090868","https://openalex.org/W4404934731","https://openalex.org/W4410487992","https://openalex.org/W4410917826"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4405901645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Big":[0],"data":[1,26,52,64,105,116,127,134],"analytics":[2],"is":[3,67,77],"one":[4,29,70],"of":[5,10,30,59,71,101,125,132],"the":[6,72,83,98,108,118,123,130,143],"most":[7,32],"promising":[8],"areas":[9],"new":[11],"research":[12],"and":[13,20,49,136],"development":[14],"in":[15,86,103,117,153],"computer":[16],"science,":[17],"enterprises,":[18],"e-commerce,":[19],"defense.":[21],"For":[22],"many":[23],"organizations,":[24],"big":[25,51,61,87,104,115,126,133],"are":[27],"considered":[28,69],"their":[31],"important":[33],"strategic":[34],"assets.":[35],"This":[36],"explosive":[37],"growth":[38],"has":[39],"made":[40],"it":[41],"necessary":[42],"to":[43,82,97,150],"develop":[44],"effective":[45],"techniques":[46],"for":[47,110,114],"examining":[48],"analyzing":[50,60],"from":[53],"mathematical":[54],"perspectives.":[55],"Among":[56],"various":[57],"methods":[58],"data,":[62],"topological":[63,84,112],"analysis":[65],"(TDA)":[66],"now":[68],"useful":[73],"tools.":[74],"However,":[75],"there":[76],"no":[78],"fundamental":[79,94],"concept":[80],"related":[81,96],"structure":[85],"data.":[88],"In":[89],"this":[90],"paper,":[91],"we":[92],"present":[93],"concepts":[95],"neighborhood":[99,139],"structures":[100],"words":[102],"search,":[106],"laying":[107],"groundwork":[109],"developing":[111],"frameworks":[113],"future.":[119],"We":[120],"also":[121],"introduce":[122],"notion":[124],"primal":[128],"within":[129],"context":[131],"search":[135,154],"explore":[137],"how":[138],"structures,":[140],"combined":[141],"with":[142],"Jaccard":[144],"similarity":[145],"coefficient,":[146],"can":[147],"be":[148],"utilized":[149],"detect":[151],"anomalies":[152],"behavior.":[155]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}