{"id":"https://openalex.org/W1561219953","doi":"https://doi.org/10.3233/978-1-60750-633-1-49","title":"Towards the Generic Framework for Utility Considerations in Data Mining Research","display_name":"Towards the Generic Framework for Utility Considerations in Data Mining Research","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W1561219953","doi":"https://doi.org/10.3233/978-1-60750-633-1-49","mag":"1561219953"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-633-1-49","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-633-1-49","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","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/A5058563569","display_name":"Seppo Puuronen","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Puuronen Seppo","raw_affiliation_strings":["University of Jyv\u00e4skyl\u00e4,#R##N#Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Jyv\u00e4skyl\u00e4,#R##N#Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"last","author":{"id":null,"display_name":"Pechenizkiy Mykola","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pechenizkiy Mykola","raw_affiliation_strings":["Eindhoven University of Technology/The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology/The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7682,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80738074,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"218","issue":null,"first_page":"49","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9959999918937683,"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/T10260","display_name":"Software Engineering Research","score":0.9941999912261963,"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/data-science","display_name":"Data science","score":0.5227470397949219},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5064717531204224},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3948497772216797}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5227470397949219},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5064717531204224},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3948497772216797}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3233/978-1-60750-633-1-49","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-633-1-49","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"pmh:694695","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=694695","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN:978-1-60750-632-4","raw_type":"Part of book or chapter of book"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/4abe0e9a-cbed-41fd-aec4-fda74957dc09","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/4abe0e9a-cbed-41fd-aec4-fda74957dc09","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Puuronen, S & Pechenizkiy, M 2010, Towards the generic framework for utility considerations in data mining research. in C Soares & R Ghani (eds), Data Mining for Business Applications. Frontiers in Artificial Intelligence and Applications, vol. 218, IOS Press, Amsterdam, pp. 49-65. https://doi.org/10.3233/978-1-60750-633-1-49","raw_type":"bookPart"},{"id":"pmh:tue:oai:pure.tue.nl:publications/4abe0e9a-cbed-41fd-aec4-fda74957dc09","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/4abe0e9a-cbed-41fd-aec4-fda74957dc09","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":"Data Mining for Business Applications, 49 - 65","raw_type":"info:eu-repo/semantics/bookpart"},{"id":"mag:1561219953","is_oa":false,"landing_page_url":"http://ebooks.iospress.nl/publication/6150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W169596708","https://openalex.org/W173913605","https://openalex.org/W410727617","https://openalex.org/W1542657996","https://openalex.org/W1557442730","https://openalex.org/W1580049798","https://openalex.org/W1587113570","https://openalex.org/W1593903722","https://openalex.org/W1721421031","https://openalex.org/W1965269329","https://openalex.org/W1968259950","https://openalex.org/W1982052293","https://openalex.org/W1986808060","https://openalex.org/W2001812280","https://openalex.org/W2017204885","https://openalex.org/W2022357002","https://openalex.org/W2025572287","https://openalex.org/W2025799366","https://openalex.org/W2043301550","https://openalex.org/W2057012437","https://openalex.org/W2058599614","https://openalex.org/W2058732827","https://openalex.org/W2088412714","https://openalex.org/W2123454380","https://openalex.org/W2136451344","https://openalex.org/W2136663836","https://openalex.org/W2138745909","https://openalex.org/W2155653793","https://openalex.org/W2170913656","https://openalex.org/W2172112217","https://openalex.org/W2403454318","https://openalex.org/W2768558118"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Rigor":[0],"data":[1,9,27],"mining":[2,10],"(DM)":[3],"research":[4,169],"has":[5],"successfully":[6],"developed":[7],"advanced":[8],"techniques":[11],"and":[12,14,85,125],"algorithms,":[13],"many":[15,90],"organizations":[16],"have":[17,50,57],"great":[18,47],"expectations":[19,48],"to":[20,66,110,113,127,162],"take":[21],"more":[22],"benefit":[23],"of":[24,69,76,79,82,100,104,165],"their":[25],"vast":[26],"warehouses":[28],"in":[29,42,61,122,138],"decision":[30],"making.":[31],"Even":[32],"when":[33],"there":[34],"are":[35,94],"some":[36,68,166],"success":[37],"stories":[38],"the":[39,70,97,157],"current":[40],"status":[41],"practice":[43],"is":[44,108],"mainly":[45],"including":[46],"that":[49],"not":[51],"yet":[52,89],"been":[53],"fulfilled.":[54],"DM":[55,63,139,168],"researchers":[56,112],"recently":[58],"become":[59],"interested":[60],"utility-based":[62],"(UBDM)":[64],"starting":[65],"consider":[67,114,163],"economic":[71],"utility":[72,92,115,136,145],"factors":[73,93],"(like":[74],"cost":[75,78,81],"data,":[77],"measurement,":[80],"class":[83],"label":[84],"so":[86],"forth),":[87],"but":[88],"other":[91],"left":[95],"outside":[96],"main":[98],"directions":[99],"UBDM.":[101],"The":[102],"goal":[103],"this":[105],"position":[106],"paper":[107],"(1)":[109],"motivate":[111],"from":[116],"broader":[117,135],"perspective":[118],"than":[119],"usually":[120],"done":[121],"UBDM":[123],"context":[124],"(2)":[126],"introduce":[128],"a":[129,151],"new":[130],"generic":[131],"framework":[132,147,158],"for":[133],"these":[134],"considerations":[137],"research.":[140],"Besides":[141],"describing":[142],"our":[143],"multi-criteria":[144],"based":[146],"(MCUF)":[148],"we":[149],"present":[150],"few":[152],"hypothetical":[153],"examples":[154],"showing":[155],"how":[156],"might":[159],"be":[160],"used":[161],"utilities":[164],"potential":[167],"stakeholders.":[170]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2016-06-24T00:00:00"}