{"id":"https://openalex.org/W2920063903","doi":"https://doi.org/10.1109/ccnc.2019.8651681","title":"Lameness Detection as a Service: Application of Machine Learning to an Internet of Cattle","display_name":"Lameness Detection as a Service: Application of Machine Learning to an Internet of Cattle","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2920063903","doi":"https://doi.org/10.1109/ccnc.2019.8651681","mag":"2920063903"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc.2019.8651681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2019.8651681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th IEEE Annual Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081710199","display_name":"John Byabazaire","orcid":"https://orcid.org/0000-0002-4219-1912"},"institutions":[{"id":"https://openalex.org/I7478328","display_name":"Waterford Institute of Technology","ror":"https://ror.org/03ypxwh20","country_code":"IE","type":"nonprofit","lineage":["https://openalex.org/I7478328"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John Byabazaire","raw_affiliation_strings":["Telecommunications Software and Systems Group, Waterford Institute Of Technology, Waterford, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Software and Systems Group, Waterford Institute Of Technology, Waterford, Ireland","institution_ids":["https://openalex.org/I7478328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048334108","display_name":"Cristian Olariu","orcid":"https://orcid.org/0000-0002-9852-7091"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cristian Olariu","raw_affiliation_strings":["Innovation Exchange, IBM Ireland, Dublin"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Exchange, IBM Ireland, Dublin","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070740912","display_name":"Mohit Taneja","orcid":"https://orcid.org/0000-0002-2261-5722"},"institutions":[{"id":"https://openalex.org/I7478328","display_name":"Waterford Institute of Technology","ror":"https://ror.org/03ypxwh20","country_code":"IE","type":"nonprofit","lineage":["https://openalex.org/I7478328"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mohit Taneja","raw_affiliation_strings":["Telecommunications Software and Systems Group, Waterford Institute Of Technology, Waterford, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Software and Systems Group, Waterford Institute Of Technology, Waterford, Ireland","institution_ids":["https://openalex.org/I7478328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051991698","display_name":"Alan Davy","orcid":"https://orcid.org/0000-0003-0087-4560"},"institutions":[{"id":"https://openalex.org/I7478328","display_name":"Waterford Institute of Technology","ror":"https://ror.org/03ypxwh20","country_code":"IE","type":"nonprofit","lineage":["https://openalex.org/I7478328"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Alan Davy","raw_affiliation_strings":["Telecommunications Software and Systems Group, Waterford Institute Of Technology, Waterford, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecommunications Software and Systems Group, Waterford Institute Of Technology, Waterford, Ireland","institution_ids":["https://openalex.org/I7478328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11214","display_name":"Human-Animal Interaction Studies","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lameness","display_name":"Lameness","score":0.9232016205787659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.602940022945404},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5298884510993958},{"id":"https://openalex.org/keywords/herding","display_name":"Herding","score":0.46485793590545654},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4214785695075989},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.41181501746177673},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3889237642288208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.380199670791626},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.36198389530181885},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1661161184310913},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16030380129814148},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10020831227302551}],"concepts":[{"id":"https://openalex.org/C2779771469","wikidata":"https://www.wikidata.org/wiki/Q1428918","display_name":"Lameness","level":2,"score":0.9232016205787659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.602940022945404},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5298884510993958},{"id":"https://openalex.org/C177605951","wikidata":"https://www.wikidata.org/wiki/Q1484503","display_name":"Herding","level":2,"score":0.46485793590545654},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4214785695075989},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.41181501746177673},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3889237642288208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.380199670791626},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.36198389530181885},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1661161184310913},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16030380129814148},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10020831227302551},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccnc.2019.8651681","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc.2019.8651681","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th IEEE Annual Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.wit.ie:3339","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400647","display_name":"Waterford Institute of Technology Repository (Waterford Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7478328","host_organization_name":"Waterford Institute of Technology","host_organization_lineage":["https://openalex.org/I7478328"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G6586979110","display_name":null,"funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7226090481","display_name":"CONNECT: The Centre for Future Networks & Communications","funder_award_id":"13/RC/2077","funder_id":"https://openalex.org/F4320320847","funder_display_name":"Science Foundation Ireland"}],"funders":[{"id":"https://openalex.org/F4320320847","display_name":"Science Foundation Ireland","ror":"https://ror.org/0271asj38"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1500464054","https://openalex.org/W1968609787","https://openalex.org/W1971098309","https://openalex.org/W2002673112","https://openalex.org/W2005000439","https://openalex.org/W2027264691","https://openalex.org/W2060480596","https://openalex.org/W2070804088","https://openalex.org/W2083917338","https://openalex.org/W2086175178","https://openalex.org/W2086291715","https://openalex.org/W2106372909","https://openalex.org/W2162543684","https://openalex.org/W2167530525","https://openalex.org/W2296055492","https://openalex.org/W2326970643","https://openalex.org/W2734333098","https://openalex.org/W2797464077","https://openalex.org/W2800484680","https://openalex.org/W4315567181","https://openalex.org/W6750184267"],"related_works":["https://openalex.org/W2383532021","https://openalex.org/W4282591514","https://openalex.org/W2924169909","https://openalex.org/W2961085424","https://openalex.org/W2586486898","https://openalex.org/W4306674287","https://openalex.org/W2751166006","https://openalex.org/W4247531025","https://openalex.org/W2994888226","https://openalex.org/W2767041061"],"abstract_inverted_index":{"Lameness":[0],"is":[1,91,152],"a":[2,34,59,73,165,170,184],"big":[3],"problem":[4],"in":[5,28,63,116],"the":[6,20,81,85,94,117,157,160,194,206,227,238],"dairy":[7,54,67],"industry,":[8],"farmers":[9],"are":[10,114,122],"not":[11],"yet":[12],"able":[13],"to":[14,51,84,97,124,183,247],"adequately":[15],"solve":[16],"it":[17,221],"because":[18],"of":[19,58,88,101,168,175,233,252],"high":[21],"initial":[22,210],"setup":[23],"costs":[24],"and":[25,32,47,109,119,133,137,201],"complex":[26],"equipment":[27],"currently":[29],"available":[30],"solutions,":[31],"as":[33,181,199,205],"result,":[35],"we":[36,214],"propose":[37],"an":[38,230],"end-to-end":[39],"IoT":[40],"application":[41,132,207],"that":[42,143,193,213,237],"leverages":[43],"advanced":[44],"machine":[45],"learning":[46],"data":[48,79,140],"analytics":[49],"techniques":[50],"identify":[52],"lame":[53],"cattle.":[55],"As":[56],"part":[57],"real":[60],"world":[61],"trial":[62],"Waterford,":[64],"Ireland,":[65],"150":[66],"cows":[68,144],"were":[69],"each":[70,89],"fitted":[71],"with":[72,177,229],"long":[74],"range":[75],"pedometer.":[76],"The":[77,131,209],"mobility":[78],"from":[80],"sensors":[82],"attached":[83],"front":[86],"leg":[87],"cow":[90],"aggregated":[92],"at":[93],"fog":[95],"node":[96],"form":[98],"time":[99,108],"series":[100],"behavioral":[102],"activities":[103],"(e.g.,":[104],"step":[105],"count,":[106],"lying":[107],"swaps":[110],"per":[111],"hour).":[112],"These":[113],"analyzed":[115],"cloud":[118],"lameness":[120,217],"anomalies":[121],"sent":[123],"farmer's":[125],"mobile":[126],"device":[127],"using":[128],"push":[129],"notifications.":[130],"model":[134,172],"automatically":[135],"measure":[136],"can":[138,145,215,222,240],"gather":[139],"continuously":[141],"such":[142],"be":[146,223,242],"monitored":[147],"daily.":[148],"This":[149,235],"means":[150,236],"there":[151],"no":[153],"need":[154],"for":[155,173],"herding":[156],"cows,":[158],"furthermore":[159],"clustering":[161],"technique":[162],"employed":[163],"proposes":[164],"new":[166],"approach":[167],"having":[169],"different":[171],"subsets":[174],"animals":[176],"similar":[178],"activity":[179],"levels":[180],"opposed":[182],"one":[185],"size":[186],"fits":[187],"all":[188],"approach.":[189],"It":[190],"also":[191],"ensures":[192],"custom":[195],"models":[196],"dynamically":[197],"adjust":[198],"weather":[200],"farm":[202],"condition":[203],"change":[204],"scales.":[208],"results":[211],"indicate":[212],"predict":[216],"3":[218],"days":[219],"before":[220],"visually":[224],"captured":[225],"by":[226],"farmer":[228],"overall":[231],"accuracy":[232],"87%.":[234],"animal":[239],"either":[241],"isolated":[243],"or":[244],"treated":[245],"immediately":[246],"avoid":[248],"any":[249],"further":[250],"effects":[251],"lameness.":[253]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
