{"id":"https://openalex.org/W2008443105","doi":"https://doi.org/10.1145/1830252.1830264","title":"Document classification utilising ontologies and relations between documents","display_name":"Document classification utilising ontologies and relations between documents","publication_year":2010,"publication_date":"2010-07-24","ids":{"openalex":"https://openalex.org/W2008443105","doi":"https://doi.org/10.1145/1830252.1830264","mag":"2008443105"},"language":"en","primary_location":{"id":"doi:10.1145/1830252.1830264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830252.1830264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth Workshop on Mining and Learning with Graphs","raw_type":"proceedings-article"},"type":"conference-paper","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/A5026015478","display_name":"Katariina Nyberg","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Katariina Nyberg","raw_affiliation_strings":["Aalto University School of Science and Technology","Aalto University School of Science and Technology#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University School of Science and Technology","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University School of Science and Technology#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008894339","display_name":"Tapani Raiko","orcid":"https://orcid.org/0000-0002-0321-304X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tapani Raiko","raw_affiliation_strings":["Aalto University School of Science and Technology","Aalto University School of Science and Technology#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University School of Science and Technology","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University School of Science and Technology#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037025530","display_name":"Teemu Tiinanen","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Teemu Tiinanen","raw_affiliation_strings":["Aalto University School of Science and Technology","Aalto University School of Science and Technology#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University School of Science and Technology","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University School of Science and Technology#TAB#","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086685353","display_name":"Eero Hyv\u00f6nen","orcid":"https://orcid.org/0000-0003-1695-5840"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Eero Hyv\u00f6nen","raw_affiliation_strings":["Aalto University School of Science and Technology","Aalto University School of Science and Technology#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aalto University School of Science and Technology","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto University School of Science and Technology#TAB#","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"93"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9983000159263611,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9983000159263611,"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/T11719","display_name":"Data Quality and Management","score":0.998199999332428,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.996999979019165,"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":0.7990469336509705},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7810487747192383},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6477572917938232},{"id":"https://openalex.org/keywords/document-classification","display_name":"Document classification","score":0.5277859568595886},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5102529525756836},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37313807010650635},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35676634311676025},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3503582179546356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7990469336509705},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7810487747192383},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6477572917938232},{"id":"https://openalex.org/C2780479914","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Document classification","level":2,"score":0.5277859568595886},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5102529525756836},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37313807010650635},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35676634311676025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3503582179546356},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1830252.1830264","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1830252.1830264","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth Workshop on Mining and Learning with Graphs","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.172.3983","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.172.3983","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cis.hut.fi/praiko/papers/mlg10.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.180.5595","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.180.5595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.seco.tkk.fi/publications/2010/nyberg-et-al-mlg-2010.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W33990384","https://openalex.org/W103965747","https://openalex.org/W1496147749","https://openalex.org/W1506806321","https://openalex.org/W1532325895","https://openalex.org/W1550195729","https://openalex.org/W1562225052","https://openalex.org/W1568869800","https://openalex.org/W1573149547","https://openalex.org/W1577783107","https://openalex.org/W1578881253","https://openalex.org/W1591756022","https://openalex.org/W1663973292","https://openalex.org/W1787730017","https://openalex.org/W1888943520","https://openalex.org/W1963354518","https://openalex.org/W1995945562","https://openalex.org/W2042037135","https://openalex.org/W2064364938","https://openalex.org/W2081580037","https://openalex.org/W2104040045","https://openalex.org/W2109710679","https://openalex.org/W2130913205","https://openalex.org/W2133517430","https://openalex.org/W2137079713","https://openalex.org/W2140923664","https://openalex.org/W2151684796","https://openalex.org/W2153959628","https://openalex.org/W2154687603","https://openalex.org/W2403962938","https://openalex.org/W2962735828","https://openalex.org/W4205241946","https://openalex.org/W4243118217","https://openalex.org/W4244892278"],"related_works":["https://openalex.org/W2376314740","https://openalex.org/W3107474891","https://openalex.org/W2393185060","https://openalex.org/W2120460904","https://openalex.org/W1975174578","https://openalex.org/W2347278957","https://openalex.org/W180507639","https://openalex.org/W1524308472","https://openalex.org/W2354632709","https://openalex.org/W1856944869"],"abstract_inverted_index":{"Two":[0],"major":[1],"types":[2],"of":[3,50],"relational":[4],"information":[5,52],"can":[6],"be":[7],"utilized":[8],"in":[9,32],"automatic":[10],"document":[11],"classification":[12,65],"as":[13,20,27,80],"background":[14,81],"information:":[15],"relations":[16,23,85],"between":[17,24,86],"terms,":[18],"such":[19,26],"ontologies,":[21],"and":[22],"documents,":[25],"web":[28],"links":[29],"or":[30],"citations":[31],"articles.":[33],"We":[34],"introduce":[35],"a":[36,39],"model":[37],"where":[38],"traditional":[40],"bag-of-words":[41],"type":[42],"classifier":[43],"is":[44,78],"gradually":[45],"extended":[46],"to":[47,70],"utilize":[48],"both":[49],"these":[51],"types.":[53],"The":[54],"experiments":[55],"with":[56],"data":[57],"from":[58,68],"the":[59,73],"Finnish":[60,75],"National":[61],"Archive":[62],"show":[63],"that":[64],"accuracy":[66],"improves":[67],"70%":[69],"74%":[71],"when":[72],"General":[74],"Ontology":[76],"YSO":[77],"used":[79],"information,":[82],"without":[83],"using":[84],"documents.":[87]},"counts_by_year":[{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}