{"id":"https://openalex.org/W2784172102","doi":"https://doi.org/10.5220/0006761104730480","title":"Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper","display_name":"Using Machine Learning for Recommending Service Demand Estimation Approaches - Position Paper","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2784172102","doi":"https://doi.org/10.5220/0006761104730480","mag":"2784172102"},"language":"en","primary_location":{"id":"doi:10.5220/0006761104730480","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006761104730480","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006761104730480","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074200774","display_name":"Johannes Grohmann","orcid":"https://orcid.org/0000-0001-9643-6543"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Johannes Grohmann","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051881330","display_name":"Nikolas Herbst","orcid":"https://orcid.org/0000-0003-3462-6426"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nikolas Herbst","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034546612","display_name":"Simon Spinner","orcid":"https://orcid.org/0000-0001-6519-7674"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Spinner","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013790674","display_name":"Samuel Kounev","orcid":"https://orcid.org/0000-0001-9742-2063"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samuel Kounev","raw_affiliation_strings":["Universit\u00e4t W\u00fcrzburg, Germany"],"affiliations":[{"raw_affiliation_string":"Universit\u00e4t W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074200774"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":null,"apc_paid":null,"fwci":1.5667,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8655524,"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":"473","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9337000250816345,"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"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9337000250816345,"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/computer-science","display_name":"Computer science","score":0.7275406718254089},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.6097207069396973},{"id":"https://openalex.org/keywords/position-paper","display_name":"Position paper","score":0.6087841987609863},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5974418520927429},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4856621026992798},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4801982641220093},{"id":"https://openalex.org/keywords/on-demand","display_name":"On demand","score":0.45527878403663635},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4502262473106384},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16385376453399658},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.14833825826644897},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.133795827627182},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08028960227966309},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07105392217636108},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.06124207377433777}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7275406718254089},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.6097207069396973},{"id":"https://openalex.org/C78780964","wikidata":"https://www.wikidata.org/wiki/Q7233193","display_name":"Position paper","level":2,"score":0.6087841987609863},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5974418520927429},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4856621026992798},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4801982641220093},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.45527878403663635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4502262473106384},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16385376453399658},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.14833825826644897},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.133795827627182},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08028960227966309},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07105392217636108},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.06124207377433777},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0006761104730480","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006761104730480","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0006761104730480","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006761104730480","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Cloud Computing and Services Science","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2911039683","https://openalex.org/W2382416307","https://openalex.org/W1966415008","https://openalex.org/W3112644326","https://openalex.org/W4389316227","https://openalex.org/W2204729203","https://openalex.org/W2187575493","https://openalex.org/W2203842767","https://openalex.org/W2389520089","https://openalex.org/W1974854112"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}