{"id":"https://openalex.org/W3092415718","doi":"https://doi.org/10.1145/3368308.3415445","title":"Predictive Staffing Model for Transit Security","display_name":"Predictive Staffing Model for Transit Security","publication_year":2020,"publication_date":"2020-10-07","ids":{"openalex":"https://openalex.org/W3092415718","doi":"https://doi.org/10.1145/3368308.3415445","mag":"3092415718"},"language":"en","primary_location":{"id":"doi:10.1145/3368308.3415445","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368308.3415445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Annual Conference on Information Technology Education","raw_type":"proceedings-article"},"type":"conference-abstract","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/A5051900701","display_name":"Yong Zheng","orcid":"https://orcid.org/0000-0003-4990-4580"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Zheng","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053163404","display_name":"Shubham Madke","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shubham Madke","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058540427","display_name":"Vih Modeste Dogo","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vih Modeste Dogo","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yash Agrawal","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yash Agrawal","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"349","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.7049000263214111,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.7049000263214111,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.6096000075340271,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.583899974822998,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/staffing","display_name":"Staffing","score":0.8677662014961243},{"id":"https://openalex.org/keywords/transit","display_name":"Transit (satellite)","score":0.6720231771469116},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6023226976394653},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5636041164398193},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4249863624572754},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.20056119561195374},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16477671265602112},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.0643523633480072}],"concepts":[{"id":"https://openalex.org/C2777512617","wikidata":"https://www.wikidata.org/wiki/Q1783605","display_name":"Staffing","level":2,"score":0.8677662014961243},{"id":"https://openalex.org/C2778022998","wikidata":"https://www.wikidata.org/wiki/Q651136","display_name":"Transit (satellite)","level":3,"score":0.6720231771469116},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6023226976394653},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5636041164398193},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4249863624572754},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.20056119561195374},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16477671265602112},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0643523633480072},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3368308.3415445","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368308.3415445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st Annual Conference on Information Technology Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2100396492","https://openalex.org/W2264090623","https://openalex.org/W2084728249","https://openalex.org/W2918379277","https://openalex.org/W654272262","https://openalex.org/W603905442","https://openalex.org/W332282905","https://openalex.org/W2247480929"],"abstract_inverted_index":{"Digby's":[0],"security":[1,7],"is":[2],"a":[3],"firm":[4],"that":[5,61],"offers":[6],"and":[8,19,31,52],"investigation":[9],"services.":[10],"They":[11],"assign":[12,64],"their":[13],"staffs":[14,66],"to":[15,49,57,67],"transit":[16],"locations,":[17],"monitor":[18],"report":[20],"real-time":[21],"crimes":[22],"or":[23],"incidents.":[24],"However,":[25],"there":[26],"are":[27,54],"so":[28,60],"many":[29],"train":[30],"metro":[32],"stations,":[33],"while":[34],"they":[35,62],"have":[36,58],"limited":[37],"number":[38],"of":[39],"staffs.":[40],"To":[41],"address":[42],"this":[43],"issue,":[44],"we":[45],"build":[46],"predictive":[47],"models":[48],"estimate":[50],"when":[51],"where":[53],"more":[55],"possible":[56],"incidents":[59],"can":[63],"the":[65,68,72],"right":[69,73],"place":[70],"at":[71],"time.":[74]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
