{"id":"https://openalex.org/W4321232472","doi":"https://doi.org/10.1007/978-3-031-17583-1_9","title":"Multi-agent Simulation for Risk Prediction in Student Projects with Real Clients","display_name":"Multi-agent Simulation for Risk Prediction in Student Projects with Real Clients","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321232472","doi":"https://doi.org/10.1007/978-3-031-17583-1_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17583-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17583-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5086330451","display_name":"Fumihiro Kumeno","orcid":null},"institutions":[{"id":"https://openalex.org/I95053508","display_name":"Nippon Institute of Technology","ror":"https://ror.org/05h68bp56","country_code":"JP","type":"education","lineage":["https://openalex.org/I95053508"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Fumihiro Kumeno","raw_affiliation_strings":["Department of Information Technology and Media Design, Nippon Institute of Technology, 4-1 Gakuendai, Miyashiro-machi, Minamisaitama-gun, Saitama pref, 345-8501, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology and Media Design, Nippon Institute of Technology, 4-1 Gakuendai, Miyashiro-machi, Minamisaitama-gun, Saitama pref, 345-8501, Japan","institution_ids":["https://openalex.org/I95053508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5086330451"],"corresponding_institution_ids":["https://openalex.org/I95053508"],"apc_list":null,"apc_paid":null,"fwci":1.4276,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79253003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"113","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9998000264167786,"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/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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/T12127","display_name":"Software System Performance and Reliability","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8491191267967224},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.7260624766349792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6429802179336548},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6306213736534119},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5282154083251953},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.48874378204345703},{"id":"https://openalex.org/keywords/work-schedule","display_name":"Work schedule","score":0.45772892236709595},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4466455578804016},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4438796043395996},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.39775997400283813},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.377246230840683},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3266954720020294},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.2573069930076599},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21712490916252136},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1897236406803131},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1138991117477417}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8491191267967224},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.7260624766349792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6429802179336548},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6306213736534119},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5282154083251953},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.48874378204345703},{"id":"https://openalex.org/C2993145049","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Work schedule","level":3,"score":0.45772892236709595},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4466455578804016},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4438796043395996},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.39775997400283813},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.377246230840683},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3266954720020294},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.2573069930076599},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21712490916252136},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1897236406803131},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1138991117477417},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-17583-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17583-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4099999964237213,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1904563103","https://openalex.org/W1967003070","https://openalex.org/W1972206920","https://openalex.org/W2052035175","https://openalex.org/W2162803481","https://openalex.org/W2617614966","https://openalex.org/W2945645060","https://openalex.org/W2951216181","https://openalex.org/W2998943026","https://openalex.org/W3011118714","https://openalex.org/W6600407735","https://openalex.org/W6601560401"],"related_works":["https://openalex.org/W4249495319","https://openalex.org/W2162240301","https://openalex.org/W2174746710","https://openalex.org/W2327151097","https://openalex.org/W2358049220","https://openalex.org/W2110178607","https://openalex.org/W3208995636","https://openalex.org/W2360375312","https://openalex.org/W2769601682","https://openalex.org/W4241933130"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}