{"id":"https://openalex.org/W3110092091","doi":"https://doi.org/10.1007/978-3-030-64148-1_10","title":"Demystifying Data Science Projects: A Look on the People and Process of Data Science Today","display_name":"Demystifying Data Science Projects: A Look on the People and Process of Data Science Today","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3110092091","doi":"https://doi.org/10.1007/978-3-030-64148-1_10","mag":"3110092091"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64148-1_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64148-1_10","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":"http://hdl.handle.net/10138/322911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001209629","display_name":"Timo Aho","orcid":"https://orcid.org/0000-0001-5020-1415"},"institutions":[{"id":"https://openalex.org/I4210163439","display_name":"Tieto (Finland)","ror":"https://ror.org/05cxz0w58","country_code":"FI","type":"company","lineage":["https://openalex.org/I4210163439"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Timo Aho","raw_affiliation_strings":["TietoEVRY, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TietoEVRY, Tampere, Finland","institution_ids":["https://openalex.org/I4210163439"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035721251","display_name":"Outi Sievi-Korte","orcid":"https://orcid.org/0000-0002-4956-8989"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Outi Sievi-Korte","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039759765","display_name":"Terhi Kilamo","orcid":"https://orcid.org/0000-0002-9561-1116"},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Terhi Kilamo","raw_affiliation_strings":["Tampere University, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University, Tampere, Finland","institution_ids":["https://openalex.org/I166825849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042417641","display_name":"Sezin Yaman","orcid":"https://orcid.org/0000-0001-7801-8209"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sezin Yaman","raw_affiliation_strings":["KPMG Finland, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KPMG Finland, Helsinki, Finland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074223722","display_name":"Tommi Mikkonen","orcid":"https://orcid.org/0000-0002-8540-9918"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Mikkonen","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001209629"],"corresponding_institution_ids":["https://openalex.org/I4210163439"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":11.5194,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.99480642,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"153","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","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/T11986","display_name":"Scientific Computing and Data Management","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6952559947967529},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6261996030807495},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6103128790855408},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5828722715377808},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5783309936523438},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5094040036201477},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.48837989568710327},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.4284384250640869},{"id":"https://openalex.org/keywords/teamwork","display_name":"Teamwork","score":0.41531285643577576},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37168681621551514},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09559997916221619},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.08626168966293335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6952559947967529},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6261996030807495},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6103128790855408},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5828722715377808},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5783309936523438},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5094040036201477},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.48837989568710327},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.4284384250640869},{"id":"https://openalex.org/C111226992","wikidata":"https://www.wikidata.org/wiki/Q626225","display_name":"Teamwork","level":2,"score":0.41531285643577576},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37168681621551514},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09559997916221619},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.08626168966293335},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-64148-1_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64148-1_10","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:helda.helsinki.fi:10138/322911","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/322911","pdf_url":"http://hdl.handle.net/10138/322911","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},{"id":"pmh:oai:trepo.tuni.fi:10024/217003","is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/217003","pdf_url":null,"source":{"id":"https://openalex.org/S4306401860","display_name":"Tampere University Institutional Repository (Tampere University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I150589677","host_organization_name":"Tampere University of Applied Sciences","host_organization_lineage":["https://openalex.org/I150589677"],"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":"conference"}],"best_oa_location":{"id":"pmh:oai:helda.helsinki.fi:10138/322911","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/322911","pdf_url":"http://hdl.handle.net/10138/322911","source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3110092091.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W41868933","https://openalex.org/W118909908","https://openalex.org/W575598456","https://openalex.org/W1979290264","https://openalex.org/W2044102377","https://openalex.org/W2133766618","https://openalex.org/W2162739315","https://openalex.org/W2182687482","https://openalex.org/W2189162242","https://openalex.org/W2207131393","https://openalex.org/W2214534990","https://openalex.org/W2280145546","https://openalex.org/W2526677900","https://openalex.org/W2547844570","https://openalex.org/W2552408584","https://openalex.org/W2583226690","https://openalex.org/W2584061640","https://openalex.org/W2591838618","https://openalex.org/W2757656223","https://openalex.org/W2758323673","https://openalex.org/W2782753606","https://openalex.org/W2787090030","https://openalex.org/W2835478574","https://openalex.org/W2890794407","https://openalex.org/W2922234936","https://openalex.org/W4231675101"],"related_works":["https://openalex.org/W2033236835","https://openalex.org/W2137470515","https://openalex.org/W188202134","https://openalex.org/W2091936039","https://openalex.org/W4250569211","https://openalex.org/W2156145604","https://openalex.org/W1487214958","https://openalex.org/W2167756108","https://openalex.org/W1480875294","https://openalex.org/W2005145359"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
