{"id":"https://openalex.org/W3113457941","doi":"https://doi.org/10.1145/3438872.3439082","title":"Study on Individual Behavior of Dairy Cows Based on Activity Data and Clustering","display_name":"Study on Individual Behavior of Dairy Cows Based on Activity Data and Clustering","publication_year":2020,"publication_date":"2020-10-17","ids":{"openalex":"https://openalex.org/W3113457941","doi":"https://doi.org/10.1145/3438872.3439082","mag":"3113457941"},"language":"en","primary_location":{"id":"doi:10.1145/3438872.3439082","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3438872.3439082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence","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/A5038110755","display_name":"Shuai Hou","orcid":"https://orcid.org/0000-0002-7632-8518"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuai Hou","raw_affiliation_strings":["College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103157640","display_name":"Xiaodong Cheng","orcid":"https://orcid.org/0000-0002-7212-266X"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Cheng","raw_affiliation_strings":["College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100658547","display_name":"Lei Shi","orcid":"https://orcid.org/0009-0000-6050-0144"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Shi","raw_affiliation_strings":["College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China","institution_ids":["https://openalex.org/I2722730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065328628","display_name":"Shiqiang Zhang","orcid":"https://orcid.org/0000-0002-5063-3362"},"institutions":[{"id":"https://openalex.org/I2722730","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496","country_code":"CN","type":"education","lineage":["https://openalex.org/I2722730"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqiang Zhang","raw_affiliation_strings":["College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic, Information Engineering, Inner Mongolia University, Hohhot, Inner Mongolia, China","institution_ids":["https://openalex.org/I2722730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5038110755"],"corresponding_institution_ids":["https://openalex.org/I2722730"],"apc_list":null,"apc_paid":null,"fwci":0.3373,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65433656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"210","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9577000141143799,"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"}},"topics":[{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9577000141143799,"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/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.9491000175476074,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8841938972473145},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6931655406951904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.680378794670105},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.6759273409843445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.580952525138855},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5699692964553833},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5214414000511169},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"k-means clustering","score":0.49268871545791626},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.47994711995124817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4740143418312073},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.46173015236854553},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4423177242279053},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4327075183391571},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3364115357398987},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17899039387702942}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8841938972473145},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6931655406951904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680378794670105},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.6759273409843445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.580952525138855},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5699692964553833},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5214414000511169},{"id":"https://openalex.org/C207968372","wikidata":"https://www.wikidata.org/wiki/Q310401","display_name":"k-means clustering","level":3,"score":0.49268871545791626},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.47994711995124817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4740143418312073},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.46173015236854553},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4423177242279053},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4327075183391571},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3364115357398987},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17899039387702942},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3438872.3439082","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3438872.3439082","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 2nd International Conference on Robotics, Intelligent Control and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1500464054","https://openalex.org/W2102346870","https://openalex.org/W2511200518","https://openalex.org/W2585702536","https://openalex.org/W2738127145","https://openalex.org/W2973913564"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W3010890513","https://openalex.org/W120741642","https://openalex.org/W138569904","https://openalex.org/W2390914021","https://openalex.org/W2389417819"],"abstract_inverted_index":{"This":[0,30],"study":[1,25],"uses":[2],"the":[3,9,23,33,46,52,59,69,81,92,111],"untagged":[4],"multi-dimensional":[5],"activity":[6,54],"data":[7,10,55,82,96],"as":[8,91],"set,":[11],"based":[12],"on":[13],"K-means":[14,65],"and":[15,36,49,66,71,76,79,105],"PCA":[16],"clustering":[17,62],"algorithm,":[18],"in":[19,42],"order":[20],"to":[21],"complete":[22],"behavior":[24],"of":[26,39,51,61,73,94,113],"individual":[27,108],"dairy":[28],"cows.":[29],"paper":[31],"introduces":[32],"development":[34],"background":[35],"general":[37],"situation":[38],"machine":[40],"learning":[41],"animal":[43],"husbandry,":[44],"expounds":[45],"hardware":[47],"design":[48],"composition":[50],"self-developed":[53],"acquisition":[56],"system,":[57],"describes":[58],"characteristics":[60],"algorithms":[63],"including":[64],"PCA,":[67],"compares":[68],"advantages":[70],"disadvantages":[72],"different":[74,84],"models":[75],"completes":[77],"clustering,":[78],"obtains":[80],"with":[83],"category":[85],"tags,":[86],"which":[87],"can":[88],"be":[89],"used":[90],"preprocessing":[93],"unlabeled":[95],"for":[97,107],"classification":[98],"problems.":[99],"And":[100],"it":[101],"provides":[102],"some":[103],"ideas":[104],"basis":[106],"identification":[109],"through":[110],"analysis":[112],"behavioral":[114],"characteristics.":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
