{"id":"https://openalex.org/W2129114763","doi":"https://doi.org/10.1109/icdim.2008.4746809","title":"Analysis of machine learning techniques for context extraction","display_name":"Analysis of machine learning techniques for context extraction","publication_year":2008,"publication_date":"2008-11-01","ids":{"openalex":"https://openalex.org/W2129114763","doi":"https://doi.org/10.1109/icdim.2008.4746809","mag":"2129114763"},"language":"en","primary_location":{"id":"doi:10.1109/icdim.2008.4746809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2008.4746809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Third International Conference on Digital Information Management","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/A5006866152","display_name":"Michael Granitzer","orcid":"https://orcid.org/0000-0003-3566-5507"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Michael Granitzer","raw_affiliation_strings":["Knowledge Management Institute, Graz University of Technology, Austria","Knowledge Manage. Inst., Graz Univ. of Technol., Graz"],"affiliations":[{"raw_affiliation_string":"Knowledge Management Institute, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Knowledge Manage. Inst., Graz Univ. of Technol., Graz","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102832863","display_name":"Mark Kr\u00f6ll","orcid":"https://orcid.org/0000-0002-8398-5292"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Mark Kroll","raw_affiliation_strings":["Knowledge Management Institute, Graz University of Technology, Austria","Knowledge Manage. Inst., Graz Univ. of Technol., Graz"],"affiliations":[{"raw_affiliation_string":"Knowledge Management Institute, Graz University of Technology, Austria","institution_ids":["https://openalex.org/I4092182"]},{"raw_affiliation_string":"Knowledge Manage. Inst., Graz Univ. of Technol., Graz","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054484216","display_name":"Christin Seifert","orcid":"https://orcid.org/0000-0002-6776-3868"},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christin Seifert","raw_affiliation_strings":["Know-Center Graz, Austria","Know-Center Graz, Graz"],"affiliations":[{"raw_affiliation_string":"Know-Center Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]},{"raw_affiliation_string":"Know-Center Graz, Graz","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021190478","display_name":"Andreas Rath","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas S. Rath","raw_affiliation_strings":["Know-Center Graz, Austria","Know-Center Graz, Graz"],"affiliations":[{"raw_affiliation_string":"Know-Center Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]},{"raw_affiliation_string":"Know-Center Graz, Graz","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110023001","display_name":"Nicolas Weber","orcid":"https://orcid.org/0000-0003-0032-9511"},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Nicolas Weber","raw_affiliation_strings":["Know-Center Graz, Austria","Know-Center Graz, Graz"],"affiliations":[{"raw_affiliation_string":"Know-Center Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]},{"raw_affiliation_string":"Know-Center Graz, Graz","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000552435","display_name":"Olivia Dietzel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110912","display_name":"Vienna Consulting Engineers (Austria)","ror":"https://ror.org/0170ntk37","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210110912"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Olivia Dietzel","raw_affiliation_strings":["M2n-consulting and development gmbh, Austria","M2N Consulting & Dev. GmbH"],"affiliations":[{"raw_affiliation_string":"M2n-consulting and development gmbh, Austria","institution_ids":["https://openalex.org/I4210110912"]},{"raw_affiliation_string":"M2N Consulting & Dev. GmbH","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007424948","display_name":"Stefanie Lindstaedt","orcid":"https://orcid.org/0000-0003-3039-2255"},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefanie Lindstaedt","raw_affiliation_strings":["Know-Center Graz, Austria","Know-Center Graz, Graz"],"affiliations":[{"raw_affiliation_string":"Know-Center Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]},{"raw_affiliation_string":"Know-Center Graz, Graz","institution_ids":["https://openalex.org/I4210088621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5006866152"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":5.7205,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9579299,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"1398","issue":null,"first_page":"233","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9951000213623047,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9939000010490417,"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":0.7691758871078491},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5476967692375183},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.529725968837738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5178518891334534},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.464470773935318},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.05658659338951111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7691758871078491},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5476967692375183},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.529725968837738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5178518891334534},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.464470773935318},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.05658659338951111},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdim.2008.4746809","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2008.4746809","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Third International Conference on Digital Information Management","raw_type":"proceedings-article"},{"id":"pmh:ut:oai:ris.utwente.nl:publications/e5b854c6-e18c-49df-8128-6f48069cb7fd","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/analysis-of-machine-learning-techniques-for-context-extraction(e5b854c6-e18c-49df-8128-6f48069cb7fd).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2008 Third International Conference on Digital Information Management, 233 - 240","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W2070702247","https://openalex.org/W2078786834","https://openalex.org/W2100109148","https://openalex.org/W2144266514","https://openalex.org/W2146133727","https://openalex.org/W2149684865","https://openalex.org/W2153635508","https://openalex.org/W2170654002","https://openalex.org/W3120421331","https://openalex.org/W6682304300"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"\u2018Context":[0],"is":[1,66,118],"key\u2019":[2],"conveys":[3],"the":[4,8,16,77,108,128],"importance":[5],"of":[6,11,61,76,96,113,130],"capturing":[7],"digital":[9],"environment":[10],"a":[12,87,114,121],"knowledge":[13],"worker.":[14],"Knowing":[15],"user\u2019s":[17,78],"context":[18,79,112],"offers":[19],"various":[20],"possibilities":[21],"for":[22,25,89,105],"support,":[23],"like":[24],"example":[26],"enhancing":[27],"information":[28],"delivery":[29],"or":[30],"providing":[31],"work":[32],"guidance.":[33],"Hence,":[34],"user":[35,91],"interactions":[36,92],"have":[37],"to":[38,43,55,70],"be":[39,56],"aggregated":[40],"and":[41,73,93,102,111,126],"mapped":[42],"predefined":[44],"task":[45,110],"categories.":[46],"Without":[47],"machine":[48,63,131],"learning":[49,64,132],"tools,":[50],"such":[51],"an":[52,94],"assignment":[53],"has":[54],"done":[57],"manually.":[58],"The":[59],"identification":[60],"suitable":[62],"algorithms":[65],"necessary":[67],"in":[68],"order":[69],"ensure":[71],"accurate":[72],"timely":[74],"classification":[75,98],"without":[80],"inducing":[81],"additional":[82],"workload.":[83],"This":[84],"paper":[85],"provides":[86],"methodology":[88],"recording":[90],"analysis":[95,117],"supervised":[97],"models,":[99],"feature":[100,103],"types":[101],"selection":[104],"automatically":[106],"detecting":[107],"current":[109],"user.":[115],"Our":[116],"based":[119],"on":[120],"real":[122],"world":[123],"data":[124],"set":[125],"shows":[127],"applicability":[129],"techniques.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
