{"id":"https://openalex.org/W2008463580","doi":"https://doi.org/10.1145/2528282.2528314","title":"On Human Behavioral Patterns in Elevator Usages","display_name":"On Human Behavioral Patterns in Elevator Usages","publication_year":2013,"publication_date":"2013-10-29","ids":{"openalex":"https://openalex.org/W2008463580","doi":"https://doi.org/10.1145/2528282.2528314","mag":"2008463580"},"language":"en","primary_location":{"id":"doi:10.1145/2528282.2528314","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2528282.2528314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings","raw_type":"proceedings-article"},"type":"article","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/A5110037578","display_name":"Chieh-Jan Mike Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Chieh-Jan Mike Liang","raw_affiliation_strings":["Microsoft Research","Microsoft research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Microsoft research#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103434338","display_name":"Jun Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Tang","raw_affiliation_strings":["Harbin Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109853239","display_name":"Li Zhang","orcid":"https://orcid.org/0009-0003-8194-2867"},"institutions":[{"id":"https://openalex.org/I91090688","display_name":"University of Science and Technology Chittagong","ror":"https://ror.org/00w9tx359","country_code":"BD","type":"education","lineage":["https://openalex.org/I91090688"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["USTC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"USTC","institution_ids":["https://openalex.org/I91090688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005677589","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0002-4593-2720"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Microsoft Research","Microsoft research#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Research","institution_ids":["https://openalex.org/I4210164937"]},{"raw_affiliation_string":"Microsoft research#TAB#","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110082936","display_name":"Sirajum Munir","orcid":null},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sirajum Munir","raw_affiliation_strings":["University of Virginia","University of Virginia'"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"University of Virginia'","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100603760","display_name":"John A. Stankovic","orcid":"https://orcid.org/0000-0001-7307-9395"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John A. Stankovic","raw_affiliation_strings":["University of Virginia","University of Virginia'"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia","institution_ids":["https://openalex.org/I51556381"]},{"raw_affiliation_string":"University of Virginia'","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.09060415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T14011","display_name":"Elevator Systems and Control","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/elevator","display_name":"Elevator","score":0.9887963533401489},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7924107313156128},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6034196019172668},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5389225482940674},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.5295630097389221},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3522409498691559},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.32651615142822266},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2717117369174957},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1466233730316162},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.13985270261764526},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13319560885429382}],"concepts":[{"id":"https://openalex.org/C147021018","wikidata":"https://www.wikidata.org/wiki/Q252451","display_name":"Elevator","level":2,"score":0.9887963533401489},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7924107313156128},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6034196019172668},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5389225482940674},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.5295630097389221},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3522409498691559},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.32651615142822266},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2717117369174957},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1466233730316162},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.13985270261764526},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13319560885429382},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2528282.2528314","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2528282.2528314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2183925092","https://openalex.org/W4242142115"],"related_works":["https://openalex.org/W4241837227","https://openalex.org/W1507618586","https://openalex.org/W1992739161","https://openalex.org/W2905031437","https://openalex.org/W4327521044","https://openalex.org/W4308506277","https://openalex.org/W3114949286","https://openalex.org/W2008463580","https://openalex.org/W2182484302","https://openalex.org/W1990144832"],"abstract_inverted_index":{"Elevators":[0],"are":[1],"the":[2,21,29,40,56,62,76,81,86],"primary":[3],"method":[4],"for":[5,24],"occupants":[6],"to":[7,33,51,61],"move":[8],"between":[9],"floors":[10],"inside":[11],"modern":[12],"buildings.":[13],"Therefore,":[14],"there":[15],"have":[16],"been":[17],"efforts":[18],"in":[19,38,55,79,85,100],"minimizing":[20],"service":[22],"delay":[23],"a":[25],"elevator":[26,41,87],"call.":[27],"Recently,":[28],"industry":[30],"has":[31],"started":[32],"leverage":[34],"human":[35,72,82],"behavioral":[36,83],"patterns":[37,84],"optimizing":[39],"dispatching":[42],"algorithm.":[43],"However,":[44],"we":[45],"argue":[46],"that":[47],"it":[48],"is":[49,91],"difficult":[50],"judge":[52],"their":[53],"gains":[54],"real":[57],"world,":[58],"mainly":[59],"due":[60],"lack":[63],"of":[64],"real-world":[65,94],"data":[66],"sets":[67],"and":[68],"analysis":[69,90],"based":[70,92],"on":[71,93],"behavior.":[73],"We":[74],"take":[75],"first":[77],"step":[78],"studying":[80],"usage.":[88],"Our":[89],"traces":[95],"collected":[96],"from":[97],"12":[98],"elevators":[99],"an":[101],"18-story":[102],"office":[103],"building.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}