{"id":"https://openalex.org/W2107585977","doi":"https://doi.org/10.1177/0165551510368620","title":"A parametric methodology for text classification","display_name":"A parametric methodology for text classification","publication_year":2010,"publication_date":"2010-06-28","ids":{"openalex":"https://openalex.org/W2107585977","doi":"https://doi.org/10.1177/0165551510368620","mag":"2107585977"},"language":"en","primary_location":{"id":"doi:10.1177/0165551510368620","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551510368620","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","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/A5081787499","display_name":"Nikitas \u039d. Karanikolas","orcid":"https://orcid.org/0000-0003-1777-892X"},"institutions":[{"id":"https://openalex.org/I40479246","display_name":"Technological Educational Institute of Athens","ror":"https://ror.org/044m46d61","country_code":"GR","type":"education","lineage":["https://openalex.org/I40479246"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Nikitas N. Karanikolas","raw_affiliation_strings":["Department of Informatics, Technological Educational Institute (TEI) of Athens, Athens, Greece,","Department of Informatics, Technological EducationalInstitute (TEI) of Athens, Athens, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technological Educational Institute (TEI) of Athens, Athens, Greece,","institution_ids":["https://openalex.org/I40479246"]},{"raw_affiliation_string":"Department of Informatics, Technological EducationalInstitute (TEI) of Athens, Athens, Greece#TAB#","institution_ids":["https://openalex.org/I40479246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076652315","display_name":"Christos Skourlas","orcid":"https://orcid.org/0000-0003-4464-5305"},"institutions":[{"id":"https://openalex.org/I40479246","display_name":"Technological Educational Institute of Athens","ror":"https://ror.org/044m46d61","country_code":"GR","type":"education","lineage":["https://openalex.org/I40479246"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Skourlas","raw_affiliation_strings":["Department of Informatics, Technological Educational Institute (TEI) of Athens, Athens, Greece","Department of Informatics, Technological EducationalInstitute (TEI) of Athens, Athens, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technological Educational Institute (TEI) of Athens, Athens, Greece","institution_ids":["https://openalex.org/I40479246"]},{"raw_affiliation_string":"Department of Informatics, Technological EducationalInstitute (TEI) of Athens, Athens, Greece#TAB#","institution_ids":["https://openalex.org/I40479246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081787499"],"corresponding_institution_ids":["https://openalex.org/I40479246"],"apc_list":null,"apc_paid":null,"fwci":3.6736,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.93307477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"4","first_page":"421","last_page":"442"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9994999766349792,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9940000176429749,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.944100022315979,"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":0.7955095171928406},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6736966967582703},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6551442742347717},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6300964951515198},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6062237024307251},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4811074137687683},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.465013325214386},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.461717814207077},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3699586093425751},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15779590606689453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11428248882293701},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07338368892669678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7955095171928406},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6736966967582703},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6551442742347717},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6300964951515198},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6062237024307251},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4811074137687683},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.465013325214386},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.461717814207077},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3699586093425751},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15779590606689453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11428248882293701},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07338368892669678},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0165551510368620","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0165551510368620","pdf_url":null,"source":{"id":"https://openalex.org/S68913162","display_name":"Journal of Information Science","issn_l":"0165-5515","issn":["0165-5515","1741-6485"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W20184837","https://openalex.org/W20722260","https://openalex.org/W32253530","https://openalex.org/W58080530","https://openalex.org/W1484413656","https://openalex.org/W1490343430","https://openalex.org/W1502904630","https://openalex.org/W1506285740","https://openalex.org/W1570448133","https://openalex.org/W1600320866","https://openalex.org/W1907578970","https://openalex.org/W1956559956","https://openalex.org/W2019038265","https://openalex.org/W2026052182","https://openalex.org/W2026926922","https://openalex.org/W2046732239","https://openalex.org/W2060659496","https://openalex.org/W2062233052","https://openalex.org/W2063090700","https://openalex.org/W2077537311","https://openalex.org/W2098162425","https://openalex.org/W2112924836","https://openalex.org/W2114857434","https://openalex.org/W2114874863","https://openalex.org/W2117958185","https://openalex.org/W2120474184","https://openalex.org/W2121167884","https://openalex.org/W2122120436","https://openalex.org/W2122338612","https://openalex.org/W2123504579","https://openalex.org/W2138139628","https://openalex.org/W2138954094","https://openalex.org/W2156453395","https://openalex.org/W2164421775","https://openalex.org/W2220099322","https://openalex.org/W2325227998","https://openalex.org/W2415642882","https://openalex.org/W2525786140","https://openalex.org/W4243777506","https://openalex.org/W4307678056"],"related_works":["https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W2110696645","https://openalex.org/W2375480909","https://openalex.org/W2358580169","https://openalex.org/W2353314428","https://openalex.org/W2111347279","https://openalex.org/W4399426197","https://openalex.org/W2487211728"],"abstract_inverted_index":{"Finding":[0],"the":[1,36,40,46,55,58,62,82,92,100,132,135,146,158,163],"correct":[2],"category":[3],"(class)":[4],"a":[5,18],"new":[6,41,59],"unclassified":[7,42],"document":[8,43,60],"belongs":[9],"to":[10,61],"is":[11,29,97,111],"an":[12,104],"interesting":[13],"and":[14,44,52,90,129,137,162],"difficult":[15],"problem,":[16],"with":[17],"wide":[19],"range":[20],"of":[21,49,57,66,85,103,107,143,145,166],"applications.":[22],"Our":[23],"methodology":[24,89,124],"for":[25,113],"narrative":[26],"text":[27,87,94,128,155],"classification":[28,88,95,156],"based":[30,98],"on":[31,99],"two":[32,171],"techniques:":[33],"we":[34,72,121,130],"calculate":[35,54],"distance":[37],"(similarity)":[38],"between":[39,115],"all":[45],"pre-classified":[47],"documents":[48],"each":[50,67],"class":[51,64],"also":[53,150],"similarity":[56],"\u2018average":[63],"document\u2019":[65],"class.":[68],"In":[69,118],"both":[70],"cases":[71],"use":[73],"key":[74,79,108,133],"phrases":[75,77,109],"(text":[76],"or":[78],"terms)":[80],"as":[81],"distinctive":[83],"features":[84],"our":[86],"eventually":[91],"proposed":[93],"method":[96],"automatic":[101],"extraction":[102],"authority":[105],"list":[106],"that":[110],"appropriate":[112],"discriminating":[114],"different":[116],"classes.":[117],"this":[119,123],"paper,":[120],"apply":[122],"in":[125],"handling":[126],"Greek":[127],"present":[131],"concepts,":[134],"algorithms,":[136],"some":[138],"critical":[139],"decisions.":[140],"A":[141],"number":[142],"parameters":[144,167],"mining":[147],"algorithm":[148],"are":[149,168],"fine":[151],"tuned.":[152],"The":[153],"actual":[154],"system,":[157],"adopted":[159],"(embedded)":[160],"ideas":[161],"alternative":[164],"values":[165],"evaluated":[169],"using":[170],"training":[172],"sets":[173],"(test":[174],"collections).":[175]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
