{"id":"https://openalex.org/W2972388129","doi":"https://doi.org/10.1007/978-3-030-29374-1_15","title":"Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model","display_name":"Exploring the Relationship Between Data Science and Circular Economy: An Enhanced CRISP-DM Process Model","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2972388129","doi":"https://doi.org/10.1007/978-3-030-29374-1_15","mag":"2972388129"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-29374-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29374-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-02510135","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005082012","display_name":"Eivind Kristoffersen","orcid":"https://orcid.org/0000-0002-9993-4414"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Eivind Kristoffersen","raw_affiliation_strings":["Norwegian University of Science and Technology, 7491, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059658289","display_name":"Oluseun Omotola Aremu","orcid":"https://orcid.org/0000-0001-8171-8097"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Oluseun Omotola Aremu","raw_affiliation_strings":["The University of Queensland, Brisbane, QLD, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Queensland, Brisbane, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088989667","display_name":"Fenna Blomsma","orcid":"https://orcid.org/0000-0002-0996-4717"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Fenna Blomsma","raw_affiliation_strings":["Technical University of Denmark, 2800 Kgs, Lyngby, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, 2800 Kgs, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076679564","display_name":"Patrick Mikalef","orcid":"https://orcid.org/0000-0002-6788-2277"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Patrick Mikalef","raw_affiliation_strings":["Norwegian University of Science and Technology and SINTEF, Trondheim, Norway","Norwegian University of Science and Technology, 7491, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology and SINTEF, Trondheim, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I204778367"]},{"raw_affiliation_string":"Norwegian University of Science and Technology, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067021027","display_name":"Jingyue Li","orcid":"https://orcid.org/0000-0002-7958-391X"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Jingyue Li","raw_affiliation_strings":["Norwegian University of Science and Technology, 7491, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norwegian University of Science and Technology, 7491, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005082012"],"corresponding_institution_ids":["https://openalex.org/I204778367"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":16.6629,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.99517188,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11729","display_name":"Product Development and Customization","score":0.9801999926567078,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10164","display_name":"Quality and Supply Management","score":0.9797999858856201,"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/circular-economy","display_name":"Circular economy","score":0.9158854484558105},{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.8674648404121399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6625197529792786},{"id":"https://openalex.org/keywords/lagging","display_name":"Lagging","score":0.6565690040588379},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6152808666229248},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5547020435333252},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5088074803352356},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.482384592294693},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3885473310947418},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36635106801986694},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.34722620248794556},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.322133332490921},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1545756757259369},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10321509838104248}],"concepts":[{"id":"https://openalex.org/C2777448596","wikidata":"https://www.wikidata.org/wiki/Q497743","display_name":"Circular economy","level":2,"score":0.9158854484558105},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.8674648404121399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6625197529792786},{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.6565690040588379},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6152808666229248},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5547020435333252},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5088074803352356},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.482384592294693},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3885473310947418},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36635106801986694},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.34722620248794556},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.322133332490921},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1545756757259369},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10321509838104248},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-29374-1_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-29374-1_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-02510135v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02510135","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th Conference on e-Business, e-Services and e-Society (I3E), Sep 2019, Trondheim, Norway. pp.177-189, &#x27E8;10.1007/978-3-030-29374-1_15&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:98ee355","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2635915","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2635915","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"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":"177-189","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/924b3125-9653-424e-8f1d-e7f0a5036d21","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/924b3125-9653-424e-8f1d-e7f0a5036d21","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"bookPart"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02510135v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02510135","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th Conference on e-Business, e-Services and e-Society (I3E), Sep 2019, Trondheim, Norway. pp.177-189, &#x27E8;10.1007/978-3-030-29374-1_15&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6899999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W189511764","https://openalex.org/W202954878","https://openalex.org/W241809663","https://openalex.org/W1517861947","https://openalex.org/W1617094327","https://openalex.org/W1665884733","https://openalex.org/W1732240353","https://openalex.org/W1803673662","https://openalex.org/W1982275278","https://openalex.org/W1999393241","https://openalex.org/W2039570985","https://openalex.org/W2097956058","https://openalex.org/W2103514299","https://openalex.org/W2106974450","https://openalex.org/W2143533134","https://openalex.org/W2163598528","https://openalex.org/W2164274563","https://openalex.org/W2216357226","https://openalex.org/W2246361553","https://openalex.org/W2280650899","https://openalex.org/W2321761454","https://openalex.org/W2340139852","https://openalex.org/W2431115687","https://openalex.org/W2482475235","https://openalex.org/W2487770199","https://openalex.org/W2516153342","https://openalex.org/W2517572945","https://openalex.org/W2563462907","https://openalex.org/W2574134800","https://openalex.org/W2586281947","https://openalex.org/W2590255024","https://openalex.org/W2605021224","https://openalex.org/W2606497048","https://openalex.org/W2613828822","https://openalex.org/W2621066565","https://openalex.org/W2756283300","https://openalex.org/W2758571161","https://openalex.org/W2761048258","https://openalex.org/W2766420815","https://openalex.org/W2766603604","https://openalex.org/W2773549135","https://openalex.org/W2778056080","https://openalex.org/W2781369588","https://openalex.org/W2791239580","https://openalex.org/W2794288778","https://openalex.org/W2810852359","https://openalex.org/W2811211880","https://openalex.org/W2905814006","https://openalex.org/W2912420946","https://openalex.org/W2918837156","https://openalex.org/W2963130197","https://openalex.org/W3121177474","https://openalex.org/W4236765990","https://openalex.org/W4237775487"],"related_works":["https://openalex.org/W2135562825","https://openalex.org/W3145783610","https://openalex.org/W2354181859","https://openalex.org/W2944277854","https://openalex.org/W2258359646","https://openalex.org/W2472614530","https://openalex.org/W2493324121","https://openalex.org/W2375646802","https://openalex.org/W4234402960","https://openalex.org/W4210958110"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":5}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
