{"id":"https://openalex.org/W2606659743","doi":"https://doi.org/10.1515/jisys-2016-0067","title":"Log Posterior Approach in Learning Rules Generated using N-Gram based Edit distance for Keyword Search","display_name":"Log Posterior Approach in Learning Rules Generated using N-Gram based Edit distance for Keyword Search","publication_year":2017,"publication_date":"2017-04-13","ids":{"openalex":"https://openalex.org/W2606659743","doi":"https://doi.org/10.1515/jisys-2016-0067","mag":"2606659743"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2016-0067","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0067","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2016-0067/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2016-0067/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090760900","display_name":"M. Sathya Priya","orcid":null},"institutions":[{"id":"https://openalex.org/I111575329","display_name":"Bharathiar University","ror":"https://ror.org/04fht8c22","country_code":"IN","type":"education","lineage":["https://openalex.org/I111575329"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"M. Priya","raw_affiliation_strings":["Bharathiyar College of Engineering and Technology , Department of Computer Science and Engineering , Karaikal, Puduchery , India","Bharathiyar College of Engineering and Technology, Department of Computer Science and Engineering, Karaikal, Puduchery, India"],"affiliations":[{"raw_affiliation_string":"Bharathiyar College of Engineering and Technology , Department of Computer Science and Engineering , Karaikal, Puduchery , India","institution_ids":["https://openalex.org/I111575329"]},{"raw_affiliation_string":"Bharathiyar College of Engineering and Technology, Department of Computer Science and Engineering, Karaikal, Puduchery, India","institution_ids":["https://openalex.org/I111575329"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112831059","display_name":"R. Kalpana","orcid":null},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Kalpana","raw_affiliation_strings":["Pondicherry Engineering College , Department of Computer Science and Engineering , Pillaichavady, Puducherry , India","Pondicherry Engineering College, Department of Computer Science and Engineering, Pillaichavady, Puducherry, India"],"affiliations":[{"raw_affiliation_string":"Pondicherry Engineering College , Department of Computer Science and Engineering , Pillaichavady, Puducherry , India","institution_ids":["https://openalex.org/I175691731"]},{"raw_affiliation_string":"Pondicherry Engineering College, Department of Computer Science and Engineering, Pillaichavady, Puducherry, India","institution_ids":["https://openalex.org/I175691731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5090760900"],"corresponding_institution_ids":["https://openalex.org/I111575329"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.04469404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"27","issue":"4","first_page":"555","last_page":"563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7819963097572327},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6608660817146301},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5367395281791687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4977562725543976},{"id":"https://openalex.org/keywords/n-gram","display_name":"n-gram","score":0.4767407178878784},{"id":"https://openalex.org/keywords/edit-distance","display_name":"Edit distance","score":0.4606516361236572},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45969051122665405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4594299793243408},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4328632056713104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4294665455818176},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.3008091449737549},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1273912787437439}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7819963097572327},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6608660817146301},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5367395281791687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4977562725543976},{"id":"https://openalex.org/C117884012","wikidata":"https://www.wikidata.org/wiki/Q94489","display_name":"n-gram","level":3,"score":0.4767407178878784},{"id":"https://openalex.org/C44359876","wikidata":"https://www.wikidata.org/wiki/Q5338467","display_name":"Edit distance","level":2,"score":0.4606516361236572},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45969051122665405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4594299793243408},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4328632056713104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4294665455818176},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3008091449737549},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1273912787437439},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/jisys-2016-0067","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0067","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2016-0067/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0e4d3ba511714fd781c8d07c2c339852","is_oa":true,"landing_page_url":"https://doaj.org/article/0e4d3ba511714fd781c8d07c2c339852","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 27, Iss 4, Pp 555-563 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2016-0067","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0067","pdf_url":"https://www.degruyter.com/document/doi/10.1515/jisys-2016-0067/pdf","source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2606659743.pdf","grobid_xml":"https://content.openalex.org/works/W2606659743.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1973309569","https://openalex.org/W2027271985","https://openalex.org/W2037594241","https://openalex.org/W2049311030","https://openalex.org/W2102443632","https://openalex.org/W2117400858"],"related_works":["https://openalex.org/W2250909759","https://openalex.org/W2532616038","https://openalex.org/W2624072012","https://openalex.org/W2787311093","https://openalex.org/W2057384730","https://openalex.org/W2132221452","https://openalex.org/W2008468404","https://openalex.org/W2785516153","https://openalex.org/W4307474317","https://openalex.org/W2147879411"],"abstract_inverted_index":{"Abstract":[0],"Challenging":[1],"searching":[2],"mechanisms":[3],"are":[4],"required":[5],"to":[6,8,59,109,120,141],"cater":[7],"the":[9,17,22,36,87,92,111,122,126,130,143,154],"needs":[10],"of":[11,35,83,159],"search":[12],"engine":[13],"users":[14],"in":[15,33,148,157],"probing":[16],"voluminous":[18],"web":[19],"database.":[20],"Searching":[21],"query":[23],"matching":[24],"keyword":[25,78],"based":[26,105],"on":[27],"a":[28,72,100,133],"probabilistic":[29,51],"approach":[30,52,74],"is":[31,57,75,118,139],"attractive":[32],"most":[34],"application":[37],"areas,":[38],"viz.":[39],"spell":[40],"checking":[41],"and":[42,91,161],"data":[43],"cleaning,":[44],"because":[45],"it":[46,64],"allows":[47],"approximate":[48],"search.":[49],"A":[50],"with":[53,136],"maximum":[54],"likelihood":[55],"estimation":[56,138],"used":[58,140],"handle":[60],"real-world":[61],"problems;":[62],"however,":[63],"suffers":[65],"from":[66],"overfitting":[67],"data.":[68],"In":[69,129],"this":[70],"paper,":[71],"rule-based":[73],"presented":[76],"for":[77],"searching.":[79],"The":[80,95,114],"process":[81],"consists":[82],"two":[84],"phases":[85],"called":[86,103],"rule":[88,96,112,123],"generation":[89,97,124],"phase":[90,98],"learning":[93,131],"phase.":[94],"uses":[99],"new":[101],"technique":[102],"N-Gram":[104],"Edit":[106],"distance":[107],"(NGE)":[108],"generate":[110],"dictionary.":[113],"Turing":[115],"machine":[116],"model":[117,135],"implemented":[119],"describe":[121],"using":[125],"NGE":[127],"technique.":[128],"phase,":[132],"log":[134],"maximum-a-posterior":[137],"select":[142],"best":[144,155],"rule.":[145],"When":[146],"evaluated":[147],"real":[149],"time,":[150],"our":[151],"system":[152],"produces":[153],"result":[156],"terms":[158],"efficiency":[160],"accuracy.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}
