{"id":"https://openalex.org/W1989419348","doi":"https://doi.org/10.1145/2591708.2591746","title":"Advanced data analytics education for students and companies","display_name":"Advanced data analytics education for students and companies","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1989419348","doi":"https://doi.org/10.1145/2591708.2591746","mag":"1989419348"},"language":"en","primary_location":{"id":"doi:10.1145/2591708.2591746","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591708.2591746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 conference on Innovation & technology in computer science education - ITiCSE '14","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/A5068978994","display_name":"Maija Marttila-Kontio","orcid":null},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210115759","display_name":"Eastern Finland Laboratory Center","ror":"https://ror.org/01zcq6z67","country_code":"FI","type":"facility","lineage":["https://openalex.org/I4210115759"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Maija Marttila-Kontio","raw_affiliation_strings":["University of Eastern Finland, KUOPIO, Finland","University of Eastern Finland, Kuopio, Finland;"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, KUOPIO, Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210115759"]},{"raw_affiliation_string":"University of Eastern Finland, Kuopio, Finland;","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022662480","display_name":"Mikko Kontio","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115759","display_name":"Eastern Finland Laboratory Center","ror":"https://ror.org/01zcq6z67","country_code":"FI","type":"facility","lineage":["https://openalex.org/I4210115759"]},{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mikko Kontio","raw_affiliation_strings":["University of Eastern Finland, KUOPIO, Finland","University of Eastern Finland, Kuopio, Finland;"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, KUOPIO, Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210115759"]},{"raw_affiliation_string":"University of Eastern Finland, Kuopio, Finland;","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030671487","display_name":"Virpi Hotti","orcid":"https://orcid.org/0000-0001-7998-8602"},"institutions":[{"id":"https://openalex.org/I4210115759","display_name":"Eastern Finland Laboratory Center","ror":"https://ror.org/01zcq6z67","country_code":"FI","type":"facility","lineage":["https://openalex.org/I4210115759"]},{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Virpi Hotti","raw_affiliation_strings":["University of Eastern Finland, KUOPIO, Finland","University of Eastern Finland, Kuopio, Finland;"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland, KUOPIO, Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210115759"]},{"raw_affiliation_string":"University of Eastern Finland, Kuopio, Finland;","institution_ids":["https://openalex.org/I175532246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068978994"],"corresponding_institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210115759"],"apc_list":null,"apc_paid":null,"fwci":1.1267,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.814696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"249","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9979000091552734,"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":0.9979000091552734,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9815000295639038,"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/T12384","display_name":"Customer churn and segmentation","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"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/analytics","display_name":"Analytics","score":0.684317946434021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5444972515106201},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.47884368896484375},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47420933842658997},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4635241627693176},{"id":"https://openalex.org/keywords/business-analytics","display_name":"Business analytics","score":0.4574391841888428},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4154420793056488},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.40394705533981323},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3075803816318512},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15179705619812012},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.124819815158844},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11616480350494385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.11395356059074402},{"id":"https://openalex.org/keywords/electronic-business","display_name":"Electronic business","score":0.10082954168319702},{"id":"https://openalex.org/keywords/business-model","display_name":"Business model","score":0.09250077605247498}],"concepts":[{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.684317946434021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5444972515106201},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.47884368896484375},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47420933842658997},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4635241627693176},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.4574391841888428},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4154420793056488},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.40394705533981323},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3075803816318512},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15179705619812012},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.124819815158844},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11616480350494385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.11395356059074402},{"id":"https://openalex.org/C65257409","wikidata":"https://www.wikidata.org/wiki/Q734253","display_name":"Electronic business","level":3,"score":0.10082954168319702},{"id":"https://openalex.org/C4216890","wikidata":"https://www.wikidata.org/wiki/Q815823","display_name":"Business model","level":2,"score":0.09250077605247498}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2591708.2591746","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2591708.2591746","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 conference on Innovation & technology in computer science education - ITiCSE '14","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W158052132","https://openalex.org/W1482761558","https://openalex.org/W1488077794","https://openalex.org/W1527635844","https://openalex.org/W1527788842","https://openalex.org/W1997273776","https://openalex.org/W2023029656","https://openalex.org/W2045651508","https://openalex.org/W2060031869","https://openalex.org/W2062293942","https://openalex.org/W2069788741","https://openalex.org/W2073431874","https://openalex.org/W2098353584","https://openalex.org/W2117239687","https://openalex.org/W2124499489","https://openalex.org/W2246361553","https://openalex.org/W2738014441","https://openalex.org/W3121961986","https://openalex.org/W3127442665"],"related_works":["https://openalex.org/W4367856707","https://openalex.org/W3041288053","https://openalex.org/W3033964479","https://openalex.org/W2543688022","https://openalex.org/W2610964225","https://openalex.org/W4377833704","https://openalex.org/W2320240660","https://openalex.org/W4205561001","https://openalex.org/W3082736682","https://openalex.org/W2730685438"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"introduce":[4],"a":[5,10,17],"regional":[6],"education":[7],"project":[8,31],"and":[9],"positive":[11],"experience":[12],"of":[13,16],"quick":[14],"implementation":[15],"new":[18],"training":[19],"package":[20],"enabled":[21],"by":[22],"public":[23],"funding":[24],"from":[25],"the":[26],"European":[27],"Social":[28],"Fund.":[29],"The":[30],"focuses":[32],"on":[33],"advanced":[34],"data":[35],"analytics":[36],"(ADA)":[37],"in":[38],"business":[39],"management.":[40]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}