{"id":"https://openalex.org/W2003329468","doi":"https://doi.org/10.1145/2480362.2480388","title":"A supervised machine learning classification algorithm for research articles","display_name":"A supervised machine learning classification algorithm for research articles","publication_year":2013,"publication_date":"2013-03-18","ids":{"openalex":"https://openalex.org/W2003329468","doi":"https://doi.org/10.1145/2480362.2480388","mag":"2003329468"},"language":"en","primary_location":{"id":"doi:10.1145/2480362.2480388","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2480362.2480388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Annual ACM Symposium on Applied Computing","raw_type":"proceedings-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/A5011200753","display_name":"Leonidas Akritidis","orcid":"https://orcid.org/0000-0001-6602-0723"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Leonidas Akritidis","raw_affiliation_strings":["University of Thessaly, Glavani, Volos, Greece","University of Thessaly, Glavani, Volos, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Thessaly, Glavani, Volos, Greece","institution_ids":["https://openalex.org/I145722265"]},{"raw_affiliation_string":"University of Thessaly, Glavani, Volos, Greece#TAB#","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011619520","display_name":"Panayiotis Bozanis","orcid":"https://orcid.org/0000-0001-9435-1829"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panayiotis Bozanis","raw_affiliation_strings":["University of Thessaly, Glavani, Volos, Greece","University of Thessaly, Glavani, Volos, Greece#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Thessaly, Glavani, Volos, Greece","institution_ids":["https://openalex.org/I145722265"]},{"raw_affiliation_string":"University of Thessaly, Glavani, Volos, Greece#TAB#","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9883,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.81933244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9997000098228455,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9990000128746033,"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":0.9976000189781189,"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":0.809703528881073},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6726742386817932},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6313201785087585},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6238511800765991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5642998814582825},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5445847511291504},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5051174759864807},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.49883079528808594},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.4961036145687103},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48731550574302673},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.47327351570129395},{"id":"https://openalex.org/keywords/one-class-classification","display_name":"One-class classification","score":0.44064226746559143},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43486765027046204},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.42534390091896057}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.809703528881073},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6726742386817932},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6313201785087585},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6238511800765991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5642998814582825},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5445847511291504},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5051174759864807},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.49883079528808594},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.4961036145687103},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48731550574302673},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.47327351570129395},{"id":"https://openalex.org/C34872919","wikidata":"https://www.wikidata.org/wiki/Q7092302","display_name":"One-class classification","level":3,"score":0.44064226746559143},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43486765027046204},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.42534390091896057},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2480362.2480388","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2480362.2480388","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Annual ACM Symposium on Applied Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uth.gr:11615/25420","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/25420","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scopus.com/inward/record.url?eid=2-s2.0-84877936912&amp;partnerID=40&amp;md5=5c572ace5801a6da2704936b930ee4fd","raw_type":"conferenceItem"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"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":12,"referenced_works":["https://openalex.org/W81511778","https://openalex.org/W1968969471","https://openalex.org/W2017102965","https://openalex.org/W2059586463","https://openalex.org/W2085030399","https://openalex.org/W2107008379","https://openalex.org/W2114535528","https://openalex.org/W2118020653","https://openalex.org/W2133075925","https://openalex.org/W2137253512","https://openalex.org/W2149684865","https://openalex.org/W2435251607"],"related_works":["https://openalex.org/W2146767093","https://openalex.org/W2387288480","https://openalex.org/W2374320646","https://openalex.org/W2041041500","https://openalex.org/W1667287666","https://openalex.org/W4292814203","https://openalex.org/W2171206798","https://openalex.org/W2116045975","https://openalex.org/W2565151897","https://openalex.org/W2000537656"],"abstract_inverted_index":{"The":[0,136],"issue":[1],"of":[2,6,14,17,94,117,119,133,146],"the":[3,36,44,50,67,103,120,123,131,134,160],"automatic":[4],"classification":[5,28],"research":[7,96],"articles":[8,55],"into":[9],"one":[10],"or":[11,66],"more":[12,32],"fields":[13],"science":[15],"is":[16],"primary":[18],"importance":[19],"for":[20],"scientific":[21],"databases":[22],"and":[23,34,92,111,162],"digital":[24],"libraries.":[25],"A":[26],"sophisticated":[27],"strategy":[29],"renders":[30],"searching":[31],"effective":[33],"assists":[35],"users":[37],"in":[38,153],"locating":[39],"similar":[40],"relevant":[41],"items.":[42],"Although":[43],"most":[45],"publishing":[46,112],"services":[47],"require":[48],"from":[49],"authors":[51],"to":[52,77,106,114,129],"categorize":[53],"their":[54],"themselves,":[56],"there":[57],"are":[58],"still":[59],"cases":[60],"where":[61],"older":[62],"documents":[63],"remain":[64],"unclassified,":[65],"taxonomy":[68],"changes":[69],"over":[70],"time.":[71],"In":[72,98,122],"this":[73,79,127,154],"work":[74],"we":[75,138],"attempt":[76],"address":[78],"interesting":[80],"problem":[81],"by":[82],"introducing":[83],"a":[84,95,115,142],"machine":[85],"learning":[86],"algorithm":[87],"which":[88],"combines":[89],"several":[90],"parameters":[91],"meta-data":[93],"article.":[97],"particular,":[99],"our":[100,157],"model":[101,158],"exploits":[102],"training":[104],"set":[105],"correlate":[107],"keywords,":[108],"authors,":[109],"co-authorship,":[110],"journals":[113],"number":[116],"labels":[118],"taxonomy.":[121],"sequel,":[124],"it":[125],"applies":[126],"information":[128],"classify":[130],"rest":[132],"documents.":[135],"experiments":[137],"have":[139],"conducted":[140],"with":[141],"large":[143],"dataset":[144],"comprised":[145],"about":[147],"1,5":[148],"million":[149],"articles,":[150],"demonstrate":[151],"that":[152],"specific":[155],"application,":[156],"outperforms":[159],"AdaBoost.MH":[161],"SVM":[163],"methods.":[164]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
