{"id":"https://openalex.org/W4403017819","doi":"https://doi.org/10.1145/3641512.3690630","title":"Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning &amp; Analytics","display_name":"Demo: FedCampus: A Real-world Privacy-preserving Mobile Application for Smart Campus via Federated Learning &amp; Analytics","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403017819","doi":"https://doi.org/10.1145/3641512.3690630"},"language":"en","primary_location":{"id":"doi:10.1145/3641512.3690630","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641512.3690630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","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/A5076619169","display_name":"Jiaxiang Geng","orcid":"https://orcid.org/0009-0005-0393-9106"},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxiang Geng","raw_affiliation_strings":["Duke Kunshan University, Kunshan, CN"],"raw_orcid":"https://orcid.org/0009-0005-0393-9106","affiliations":[{"raw_affiliation_string":"Duke Kunshan University, Kunshan, CN","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102619203","display_name":"Beilong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beilong Tang","raw_affiliation_strings":["Duke Kunshan University, Kunshan, China"],"raw_orcid":"https://orcid.org/0009-0000-7941-8159","affiliations":[{"raw_affiliation_string":"Duke Kunshan University, Kunshan, China","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080533824","display_name":"Boyan Zhang","orcid":"https://orcid.org/0009-0004-2125-295X"},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyan Zhang","raw_affiliation_strings":["Duke Kunshan University, Kunshan, China"],"raw_orcid":"https://orcid.org/0009-0004-2125-295X","affiliations":[{"raw_affiliation_string":"Duke Kunshan University, Kunshan, China","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003622850","display_name":"Jiaqi Shao","orcid":"https://orcid.org/0009-0001-6309-0176"},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqi Shao","raw_affiliation_strings":["Duke Kunshan University, Kunshan, China"],"raw_orcid":"https://orcid.org/0009-0001-6309-0176","affiliations":[{"raw_affiliation_string":"Duke Kunshan University, Kunshan, China","institution_ids":["https://openalex.org/I4210159968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010645658","display_name":"Bing Luo","orcid":"https://orcid.org/0000-0002-3664-5009"},"institutions":[{"id":"https://openalex.org/I4210159968","display_name":"Duke Kunshan University","ror":"https://ror.org/04sr5ys16","country_code":"CN","type":"education","lineage":["https://openalex.org/I170897317","https://openalex.org/I37461747","https://openalex.org/I4210159968"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Luo","raw_affiliation_strings":["Duke Kunshan University, Kunshan, China"],"raw_orcid":"https://orcid.org/0000-0002-3664-5009","affiliations":[{"raw_affiliation_string":"Duke Kunshan University, Kunshan, China","institution_ids":["https://openalex.org/I4210159968"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210159968"],"apc_list":null,"apc_paid":null,"fwci":1.1943,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82852701,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"377","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.984000027179718,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.7501379251480103},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6386054754257202},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4721272885799408},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4460940957069397},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3960791230201721},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3380274176597595},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.29409259557724}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7501379251480103},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6386054754257202},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4721272885799408},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4460940957069397},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3960791230201721},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3380274176597595},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29409259557724}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3641512.3690630","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3641512.3690630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-fifth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3111512201","https://openalex.org/W3156310591","https://openalex.org/W4283519888","https://openalex.org/W4401539183"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623","https://openalex.org/W4292348877"],"abstract_inverted_index":{"In":[0],"this":[1],"demo,":[2],"we":[3],"introduce":[4],"FedCampus,":[5],"a":[6,77],"privacy-preserving":[7,41],"mobile":[8],"application":[9],"for":[10,26,56],"smart":[11,80],"campus":[12,81],"with":[13],"federated":[14,18],"learning":[15],"(FL)":[16],"and":[17,29,34,73,94],"analytics":[19],"(FA).":[20],"FedCampus":[21,60,105],"enables":[22],"cross-platform":[23],"on-device":[24],"FL/FA":[25,57],"both":[27],"iOS":[28],"Android,":[30],"supporting":[31],"continuously":[32],"models":[33],"algorithms":[35],"deployment":[36],"(MLOps).":[37],"Our":[38,97],"app":[39],"integrates":[40],"processed":[42,52],"data":[43],"via":[44],"differential":[45],"privacy":[46],"(DP)":[47],"from":[48],"smartwatches,":[49],"where":[50],"the":[51,59,104],"parameters":[53],"are":[54],"used":[55],"through":[58],"backend":[61],"platform.":[62],"We":[63],"distributed":[64],"100":[65],"smartwatches":[66],"to":[67],"volunteers":[68],"at":[69,101,107],"Duke":[70],"Kunshan":[71],"University":[72],"have":[74],"successfully":[75],"completed":[76],"series":[78],"of":[79],"tasks":[82],"featuring":[83],"capabilities":[84],"such":[85],"as":[86],"sleep":[87],"tracking,":[88],"physical":[89],"activity":[90],"monitoring,":[91],"personalized":[92],"recommendations,":[93],"heavy":[95],"hitters.":[96],"project":[98],"is":[99],"opensourced":[100],"https://github.com/FedCampus/FedCampus_Flutter.":[102],"See":[103],"video":[106],"https://youtu.be/k5iu46IjA38.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
