{"id":"https://openalex.org/W2945215795","doi":"https://doi.org/10.1007/s00778-019-00539-y","title":"Prescriptive analytics: a survey of emerging trends and technologies","display_name":"Prescriptive analytics: a survey of emerging trends and technologies","publication_year":2019,"publication_date":"2019-05-23","ids":{"openalex":"https://openalex.org/W2945215795","doi":"https://doi.org/10.1007/s00778-019-00539-y","mag":"2945215795"},"language":"en","primary_location":{"id":"doi:10.1007/s00778-019-00539-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00778-019-00539-y","pdf_url":null,"source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The VLDB Journal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/ws/files/304561089/main.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054640606","display_name":"Davide Frazzetto","orcid":"https://orcid.org/0000-0002-5809-8050"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Davide Frazzetto","raw_affiliation_strings":["Department of Computer Science, Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-5809-8050","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080416900","display_name":"Thomas D. Nielsen","orcid":"https://orcid.org/0000-0002-4823-6341"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Thomas Dyhre Nielsen","raw_affiliation_strings":["Department of Computer Science, Aalborg University, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Torben Bach Pedersen","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Torben Bach Pedersen","raw_affiliation_strings":["Department of Computer Science, Aalborg University, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073908480","display_name":"Laurynas \u0160ik\u0161nys","orcid":"https://orcid.org/0000-0002-1454-4709"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Laurynas \u0160ik\u0161nys","raw_affiliation_strings":["Department of Computer Science, Aalborg University, Aalborg, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054640606"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":6.3666,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.96363636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"28","issue":"4","first_page":"575","last_page":"595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9987000226974487,"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":0.9987000226974487,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9905999898910522,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9904999732971191,"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/data-science","display_name":"Data science","score":0.6070024967193604},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6039270162582397},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3710538446903229}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6070024967193604},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6039270162582397},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3710538446903229}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00778-019-00539-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00778-019-00539-y","pdf_url":null,"source":{"id":"https://openalex.org/S78926909","display_name":"The VLDB Journal","issn_l":"0949-877X","issn":["0949-877X","1066-8888"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The VLDB Journal","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/a9d5bd1f-a82b-4e7c-8246-bc14879329bc","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/a9d5bd1f-a82b-4e7c-8246-bc14879329bc","pdf_url":"https://vbn.aau.dk/ws/files/304561089/main.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Frazzetto, D, Nielsen, T D, Pedersen, T B & Siksnys, L 2019, 'Prescriptive Analytics : A Survey of Emerging Trends And Technologies', V L D B Journal, vol. 28, no. 4, pp. 575-595. https://doi.org/10.1007/s00778-019-00539-y","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/a9d5bd1f-a82b-4e7c-8246-bc14879329bc","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/a9d5bd1f-a82b-4e7c-8246-bc14879329bc","pdf_url":"https://vbn.aau.dk/ws/files/304561089/main.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Frazzetto, D, Nielsen, T D, Pedersen, T B & Siksnys, L 2019, 'Prescriptive Analytics : A Survey of Emerging Trends And Technologies', V L D B Journal, vol. 28, no. 4, pp. 575-595. https://doi.org/10.1007/s00778-019-00539-y","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313796","display_name":"Innovationsfonden","ror":"https://ror.org/00daj4111"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2945215795.pdf","grobid_xml":"https://content.openalex.org/works/W2945215795.grobid-xml"},"referenced_works_count":112,"referenced_works":["https://openalex.org/W18780990","https://openalex.org/W48271727","https://openalex.org/W56443290","https://openalex.org/W88484647","https://openalex.org/W102682372","https://openalex.org/W117630655","https://openalex.org/W148076032","https://openalex.org/W404102259","https://openalex.org/W572163557","https://openalex.org/W603723648","https://openalex.org/W648594675","https://openalex.org/W1490658580","https://openalex.org/W1495859460","https://openalex.org/W1503025338","https://openalex.org/W1521147835","https://openalex.org/W1540461373","https://openalex.org/W1565746575","https://openalex.org/W1569447401","https://openalex.org/W1569990960","https://openalex.org/W1585529040","https://openalex.org/W1614330000","https://openalex.org/W1889418052","https://openalex.org/W1965102537","https://openalex.org/W1972585091","https://openalex.org/W1977970897","https://openalex.org/W1988782080","https://openalex.org/W1989232003","https://openalex.org/W1994351320","https://openalex.org/W2008865455","https://openalex.org/W2014830756","https://openalex.org/W2020892848","https://openalex.org/W2025167226","https://openalex.org/W2038281539","https://openalex.org/W2044849727","https://openalex.org/W2048864522","https://openalex.org/W2052330128","https://openalex.org/W2057014363","https://openalex.org/W2060171450","https://openalex.org/W2063630562","https://openalex.org/W2063820885","https://openalex.org/W2072764742","https://openalex.org/W2080773582","https://openalex.org/W2081084322","https://openalex.org/W2084175761","https://openalex.org/W2090850279","https://openalex.org/W2093454802","https://openalex.org/W2093807931","https://openalex.org/W2099577689","https://openalex.org/W2101915266","https://openalex.org/W2102458936","https://openalex.org/W2108971776","https://openalex.org/W2113043717","https://openalex.org/W2117829824","https://openalex.org/W2120575449","https://openalex.org/W2122410182","https://openalex.org/W2133990480","https://openalex.org/W2139559439","https://openalex.org/W2153185479","https://openalex.org/W2163925749","https://openalex.org/W2167277498","https://openalex.org/W2181714304","https://openalex.org/W2184623761","https://openalex.org/W2204822430","https://openalex.org/W2210027199","https://openalex.org/W2227297126","https://openalex.org/W2250335649","https://openalex.org/W2266823300","https://openalex.org/W2288594762","https://openalex.org/W2292438761","https://openalex.org/W2295864763","https://openalex.org/W2296319761","https://openalex.org/W2325171790","https://openalex.org/W2350573227","https://openalex.org/W2357449897","https://openalex.org/W2401974969","https://openalex.org/W2421563164","https://openalex.org/W2460718840","https://openalex.org/W2462687589","https://openalex.org/W2486222020","https://openalex.org/W2493079956","https://openalex.org/W2497739385","https://openalex.org/W2522858496","https://openalex.org/W2559814810","https://openalex.org/W2565750869","https://openalex.org/W2614529600","https://openalex.org/W2614762060","https://openalex.org/W2617143625","https://openalex.org/W2737371601","https://openalex.org/W2753710282","https://openalex.org/W2782091637","https://openalex.org/W2790098940","https://openalex.org/W2804082871","https://openalex.org/W2804994997","https://openalex.org/W2951781666","https://openalex.org/W2963288913","https://openalex.org/W2969714402","https://openalex.org/W2971332641","https://openalex.org/W3105097983","https://openalex.org/W3121177474","https://openalex.org/W3149201378","https://openalex.org/W4230145224","https://openalex.org/W4231142816","https://openalex.org/W4236579593","https://openalex.org/W4236871414","https://openalex.org/W4237397831","https://openalex.org/W4250589301","https://openalex.org/W4250622067","https://openalex.org/W4301136025","https://openalex.org/W4302441299","https://openalex.org/W6600755840","https://openalex.org/W6614148910","https://openalex.org/W6756576296"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}