{"id":"https://openalex.org/W3196026007","doi":"https://doi.org/10.1007/s10015-022-00753-y","title":"Beyond tracking: using deep learning to discover novel interactions in biological swarms","display_name":"Beyond tracking: using deep learning to discover novel interactions in biological swarms","publication_year":2022,"publication_date":"2022-03-23","ids":{"openalex":"https://openalex.org/W3196026007","doi":"https://doi.org/10.1007/s10015-022-00753-y","mag":"3196026007"},"language":"en","primary_location":{"id":"doi:10.1007/s10015-022-00753-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10015-022-00753-y","pdf_url":null,"source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Life and Robotics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Beyond_Tracking_Using_Deep_Learning_to_Discover_Novel_Interactions_in_Biological_Swarms/24395872","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084931981","display_name":"Taeyeong Choi","orcid":"https://orcid.org/0000-0001-7194-2095"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Taeyeong Choi","raw_affiliation_strings":["Lincoln Institute for Agri-food Technology, University of Lincoln, Riseholme Park, Lincoln, LN2 2LG, UK"],"affiliations":[{"raw_affiliation_string":"Lincoln Institute for Agri-food Technology, University of Lincoln, Riseholme Park, Lincoln, LN2 2LG, UK","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062544107","display_name":"Benjamin Pyenson","orcid":"https://orcid.org/0000-0001-5328-1377"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Pyenson","raw_affiliation_strings":["School of Life Sciences, Social Insect Research Group, Arizona State University, Tempe, AZ, 85287, USA"],"affiliations":[{"raw_affiliation_string":"School of Life Sciences, Social Insect Research Group, Arizona State University, Tempe, AZ, 85287, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032120669","display_name":"J\u00fcergen Liebig","orcid":"https://orcid.org/0009-0004-2321-2601"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juergen Liebig","raw_affiliation_strings":["School of Life Sciences, Social Insect Research Group, Arizona State University, Tempe, AZ, 85287, USA"],"affiliations":[{"raw_affiliation_string":"School of Life Sciences, Social Insect Research Group, Arizona State University, Tempe, AZ, 85287, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005386595","display_name":"Theodore P. Pavlic","orcid":"https://orcid.org/0000-0002-7073-6932"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Theodore P. Pavlic","raw_affiliation_strings":["School of Computing and Augmented Intelligence, School of Complex Adaptive Systems, School of Sustainability, and School of Life Sciences, Social Insect Research Group, Arizona State University, Tempe, AZ, 85287, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing and Augmented Intelligence, School of Complex Adaptive Systems, School of Sustainability, and School of Life Sciences, Social Insect Research Group, Arizona State University, Tempe, AZ, 85287, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005386595"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.5035,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82678001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"27","issue":"2","first_page":"393","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10702","display_name":"Insect and Arachnid Ecology and Behavior","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10895","display_name":"Species Distribution and Climate Change","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10487","display_name":"Plant and animal studies","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7939774990081787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7282727956771851},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5470137000083923},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5310716032981873},{"id":"https://openalex.org/keywords/human-behavior","display_name":"Human behavior","score":0.4777326285839081},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4666340947151184},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4420498013496399}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939774990081787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7282727956771851},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5470137000083923},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5310716032981873},{"id":"https://openalex.org/C117035363","wikidata":"https://www.wikidata.org/wiki/Q3769299","display_name":"Human behavior","level":2,"score":0.4777326285839081},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4666340947151184},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4420498013496399},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10015-022-00753-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10015-022-00753-y","pdf_url":null,"source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Life and Robotics","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lincoln.ac.uk:46374","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196275","display_name":"Lincoln Repository (University of Lincoln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51532219","host_organization_name":"University of Lincoln","host_organization_lineage":["https://openalex.org/I51532219"],"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 contribution"},{"id":"pmh:oai:figshare.com:article/24395872","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Beyond_Tracking_Using_Deep_Learning_to_Discover_Novel_Interactions_in_Biological_Swarms/24395872","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:figshare.com:article/25178171","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Beyond_Tracking_Using_Deep_Learning_to_Discover_Novel_Interactions_in_Biological_Swarms/25178171","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/24395872","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Beyond_Tracking_Using_Deep_Learning_to_Discover_Novel_Interactions_in_Biological_Swarms/24395872","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W247683011","https://openalex.org/W1686810756","https://openalex.org/W2114577239","https://openalex.org/W2143969246","https://openalex.org/W2145714275","https://openalex.org/W2164489414","https://openalex.org/W2179278009","https://openalex.org/W2338018833","https://openalex.org/W2507009361","https://openalex.org/W2784248902","https://openalex.org/W2796347433","https://openalex.org/W2908783938","https://openalex.org/W2941352015","https://openalex.org/W2950100524","https://openalex.org/W2962858109","https://openalex.org/W2963816449","https://openalex.org/W2970014349","https://openalex.org/W2981534530","https://openalex.org/W3048123412","https://openalex.org/W3087152973","https://openalex.org/W3091667945","https://openalex.org/W3139002032","https://openalex.org/W3166166117","https://openalex.org/W3176824038"],"related_works":["https://openalex.org/W4312200629","https://openalex.org/W4223943233","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4309045103","https://openalex.org/W4225161397","https://openalex.org/W3014300295","https://openalex.org/W3164822677","https://openalex.org/W4250304930","https://openalex.org/W2922457425"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
