{"id":"https://openalex.org/W3127697700","doi":"https://doi.org/10.1007/978-3-030-68007-7_1","title":"AI2VIS4BigData: A Reference Model for AI-Based Big Data Analysis and Visualization","display_name":"AI2VIS4BigData: A Reference Model for AI-Based Big Data Analysis and Visualization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3127697700","doi":"https://doi.org/10.1007/978-3-030-68007-7_1","mag":"3127697700"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-68007-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68007-7_1","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043724230","display_name":"Thoralf Reis","orcid":"https://orcid.org/0000-0003-1100-2645"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thoralf Reis","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of Hagen, 58097, Hagen, Germany","University of Hagen, Hagen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1100-2645","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of Hagen, 58097, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"University of Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009300655","display_name":"Marco X. Bornschlegl","orcid":"https://orcid.org/0000-0003-3789-5285"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco X. Bornschlegl","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of Hagen, 58097, Hagen, Germany","University of Hagen, Hagen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of Hagen, 58097, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"University of Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086429143","display_name":"Matthias Hemmje","orcid":"https://orcid.org/0000-0001-8293-2802"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias L. Hemmje","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, University of Hagen, 58097, Hagen, Germany","University of Hagen, Hagen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8293-2802","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, University of Hagen, 58097, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"University of Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043724230"],"corresponding_institution_ids":["https://openalex.org/I120691247"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9886000156402588,"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"}},"topics":[{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9886000156402588,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9667999744415283,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9502999782562256,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8288756608963013},{"id":"https://openalex.org/keywords/reference-model","display_name":"Reference model","score":0.730925440788269},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6633970737457275},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5742469429969788},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5489835739135742},{"id":"https://openalex.org/keywords/reference-data","display_name":"Reference data","score":0.5487783551216125},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41780492663383484},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4129175543785095},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1671128273010254}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8288756608963013},{"id":"https://openalex.org/C150189527","wikidata":"https://www.wikidata.org/wiki/Q356674","display_name":"Reference model","level":2,"score":0.730925440788269},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6633970737457275},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5742469429969788},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5489835739135742},{"id":"https://openalex.org/C60478076","wikidata":"https://www.wikidata.org/wiki/Q3036835","display_name":"Reference data","level":2,"score":0.5487783551216125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41780492663383484},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4129175543785095},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1671128273010254},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-68007-7_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-68007-7_1","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1584595690","https://openalex.org/W1680392829","https://openalex.org/W1976526581","https://openalex.org/W2010954288","https://openalex.org/W2012786444","https://openalex.org/W2021200789","https://openalex.org/W2081518875","https://openalex.org/W2128847842","https://openalex.org/W2562168998","https://openalex.org/W2759146858","https://openalex.org/W2911400748","https://openalex.org/W2981731882","https://openalex.org/W3208051558","https://openalex.org/W4210695591","https://openalex.org/W4210713080","https://openalex.org/W4210731699","https://openalex.org/W6762151178"],"related_works":["https://openalex.org/W4312090803","https://openalex.org/W1981012552","https://openalex.org/W2204024154","https://openalex.org/W2752950406","https://openalex.org/W48010448","https://openalex.org/W2498597685","https://openalex.org/W2182438254","https://openalex.org/W88713729","https://openalex.org/W2387954920","https://openalex.org/W2387362305"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
