{"id":"https://openalex.org/W4294659471","doi":"https://doi.org/10.18293/seke2022-104","title":"Supporting Data Selection for Decision Support Systems: Towards a Decision-Making Data Value Taxonomy","display_name":"Supporting Data Selection for Decision Support Systems: Towards a Decision-Making Data Value Taxonomy","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4294659471","doi":"https://doi.org/10.18293/seke2022-104"},"language":"en","primary_location":{"id":"doi:10.18293/seke2022-104","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2022-104","pdf_url":"https://doi.org/10.18293/seke2022-104","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"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":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2022-104","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021591048","display_name":"Mathieu Lega","orcid":"https://orcid.org/0000-0003-1682-4920"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Mathieu Lega","raw_affiliation_strings":["Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0002-0325-1732","Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0001-8034-1857","Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0003"],"affiliations":[{"raw_affiliation_string":"Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0002-0325-1732","institution_ids":["https://openalex.org/I149768937"]},{"raw_affiliation_string":"Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0001-8034-1857","institution_ids":["https://openalex.org/I149768937"]},{"raw_affiliation_string":"Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0003","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049628259","display_name":"Christian Colot","orcid":"https://orcid.org/0000-0002-0520-7364"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christian Colot","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048596354","display_name":"Corentin Burnay","orcid":"https://orcid.org/0000-0002-0325-1732"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Corentin Burnay","raw_affiliation_strings":["Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0001-8034-1857","Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0003","Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0002-0325-1732"],"affiliations":[{"raw_affiliation_string":"Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0001-8034-1857","institution_ids":["https://openalex.org/I149768937"]},{"raw_affiliation_string":"Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0003","institution_ids":["https://openalex.org/I149768937"]},{"raw_affiliation_string":"Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0002-0325-1732","institution_ids":["https://openalex.org/I149768937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048831718","display_name":"Isabelle Linden","orcid":"https://orcid.org/0000-0001-8034-1857"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Isabelle Linden","raw_affiliation_strings":["Christian Colot Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0002-0520-7364"],"affiliations":[{"raw_affiliation_string":"Christian Colot Namur Digital Institute (NaDI) University of Namur Namur, Belgium 0000-0002-0520-7364","institution_ids":["https://openalex.org/I149768937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021591048"],"corresponding_institution_ids":["https://openalex.org/I149768937"],"apc_list":null,"apc_paid":null,"fwci":0.4144,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.62396667,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"2022","issue":null,"first_page":"487","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9846000075340271,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9843999743461609,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9442999958992004,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6984939575195312},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.632754921913147},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5879354476928711},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5248705744743347},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37284478545188904},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36922845244407654},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2862849831581116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6984939575195312},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.632754921913147},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5879354476928711},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5248705744743347},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37284478545188904},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36922845244407654},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2862849831581116},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18293/seke2022-104","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2022-104","pdf_url":"https://doi.org/10.18293/seke2022-104","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"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":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.unamur.be:openaire/0a4f6463-b32d-4974-975e-f74341a4810c","is_oa":true,"landing_page_url":"https://researchportal.unamur.be/en/publications/0a4f6463-b32d-4974-975e-f74341a4810c","pdf_url":null,"source":{"id":"https://openalex.org/S4406922457","display_name":"Repository of the University of Namur","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lega, M, Colot, C, Burnay, C & Linden, I 2022, Supporting Data Selection for Decision Support Systems : Towards a Decision-Making Data Value Taxonomy. in SEKE 2022 Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering. Proceedings of the International Conference on Software Engineering and Knowledge Engineering, SEKE, pp. 487-492. https://doi.org/10.18293/seke2022-104","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.18293/seke2022-104","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2022-104","pdf_url":"https://doi.org/10.18293/seke2022-104","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"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":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7099999785423279}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294659471.pdf","grobid_xml":"https://content.openalex.org/works/W4294659471.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W26406251","https://openalex.org/W93742608","https://openalex.org/W151606045","https://openalex.org/W631302474","https://openalex.org/W935072310","https://openalex.org/W1567491469","https://openalex.org/W2000402020","https://openalex.org/W2001965664","https://openalex.org/W2004291985","https://openalex.org/W2099884148","https://openalex.org/W2126421772","https://openalex.org/W2284173343","https://openalex.org/W2467120731","https://openalex.org/W2550093786","https://openalex.org/W2784833768","https://openalex.org/W2794817059","https://openalex.org/W2896687161","https://openalex.org/W2946903765","https://openalex.org/W2972561675","https://openalex.org/W2977989525","https://openalex.org/W3005187815","https://openalex.org/W3020855264","https://openalex.org/W3026129088","https://openalex.org/W3080272526","https://openalex.org/W3198277625","https://openalex.org/W4230298561","https://openalex.org/W4256468959","https://openalex.org/W4289293925","https://openalex.org/W6677573211","https://openalex.org/W6991486751"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W2322875716","https://openalex.org/W2468698815","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489","https://openalex.org/W2371642785"],"abstract_inverted_index":{"Data":[0],"are":[1,59],"ubiquitous":[2],"and":[3,61,82,119,139,144,151,175],"generate":[4],"unprecedented":[5],"opportunities":[6],"to":[7,22,49,66,71,85,142,182,187],"help":[8],"making":[9],"decisions":[10],"within":[11],"organizations.":[12],"This":[13,90],"has":[14],"led":[15],"so-called":[16],"data-driven":[17,42,196],"Decision":[18],"Support":[19],"Systems":[20],"(DSS)":[21],"become":[23],"critical,":[24],"if":[25],"not":[26,62],"vital,":[27],"systems":[28],"for":[29,191],"most":[30],"companies.":[31],"The":[32],"design":[33],"of":[34,79,97,116,137,155,158,164,194],"such":[35],"DSS":[36,43,105],"raises":[37],"important":[38],"methodological":[39],"challenges,":[40],"since":[41],"should":[44],"expose":[45],"only":[46],"useful":[47],"information":[48],"decision":[50,88,145,165],"makers,":[51],"but":[52],"data":[53,70,117,122,128,143,159],"available":[54],"in":[55,94,161],"a":[56,80,121,153,185],"company's":[57],"database":[58],"numerous":[60],"equally":[63],"supportive.":[64],"Failing":[65],"provide":[67],"the":[68,72,77,95,126,135,156,162,177,192],"right":[69,73],"decision-maker":[74],"may":[75],"reduce":[76],"usefulness":[78],"DSS,":[81],"can":[83],"lead":[84],"lower":[86],"quality":[87],"outputs.":[89],"is":[91],"particularly":[92],"striking":[93],"case":[96],"Self-Service":[98],"Business":[99],"Intelligence":[100],"(SSBI)":[101],"where":[102],"users":[103],"build":[104],"outputs":[106],"themselves.":[107],"In":[108],"this":[109,114,170,189],"paper,":[110],"we":[111,133,147,180],"elaborate":[112],"on":[113],"idea":[115],"profusion":[118],"propose":[120,152],"selection":[123],"criterion,":[124],"namely":[125],"decision-making":[127],"value.":[129],"To":[130],"do":[131],"this,":[132],"discuss":[134,176],"concept":[136],"value":[138,160],"its":[140],"application":[141],"making,":[146],"review":[148],"existing":[149],"literature":[150],"taxonomy":[154,171],"dimensions":[157],"context":[163],"making.":[166],"We":[167],"also":[168],"validate":[169],"with":[172],"semi-direct":[173],"interviews":[174],"future":[178],"research":[179],"plan":[181],"conduct":[183],"as":[184],"way":[186],"apply":[188],"approach":[190],"specification":[193],"high-value":[195],"DSS.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}