{"id":"https://openalex.org/W1965392695","doi":"https://doi.org/10.1109/ghtc.2013.6713707","title":"Mobile sensing for agriculture activities detection","display_name":"Mobile sensing for agriculture activities detection","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W1965392695","doi":"https://doi.org/10.1109/ghtc.2013.6713707","mag":"1965392695"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc.2013.6713707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2013.6713707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Global Humanitarian Technology Conference (GHTC)","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/A5065320427","display_name":"Somya Sharma","orcid":"https://orcid.org/0000-0003-2194-162X"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Somya Sharma","raw_affiliation_strings":["Tata Consultancy Services, TCS Innovation Labs Mumbai, India","TCS Innovation Labs. Mumbai, Tata Consultancy Services, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, TCS Innovation Labs Mumbai, India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Innovation Labs. Mumbai, Tata Consultancy Services, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054814895","display_name":"Jabal Raval","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jabal Raval","raw_affiliation_strings":["Tata Consultancy Services, TCS Innovation Labs Mumbai, India","TCS Innovation Labs. Mumbai, Tata Consultancy Services, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, TCS Innovation Labs Mumbai, India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Innovation Labs. Mumbai, Tata Consultancy Services, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080212381","display_name":"Bhushan Jagyasi","orcid":"https://orcid.org/0000-0003-1177-4901"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bhushan Jagyasi","raw_affiliation_strings":["Tata Consultancy Services, TCS Innovation Labs Mumbai, India","TCS Innovation Labs. Mumbai, Tata Consultancy Services, Mumbai, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, TCS Innovation Labs Mumbai, India","institution_ids":["https://openalex.org/I55215948"]},{"raw_affiliation_string":"TCS Innovation Labs. Mumbai, Tata Consultancy Services, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065320427"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":1.4187,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.82719308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"337","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9878000020980835,"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"}},"topics":[{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9878000020980835,"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"}},{"id":"https://openalex.org/T12486","display_name":"Food Supply Chain Traceability","score":0.9613000154495239,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9581000208854675,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.7241930365562439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6939224004745483},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6485956907272339},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.626767098903656},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6131596565246582},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5585689544677734},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.5055997371673584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47504448890686035},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.43004825711250305},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4278091788291931},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4137861728668213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3592306971549988},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.3490164279937744},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13871848583221436},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13295939564704895}],"concepts":[{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.7241930365562439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6939224004745483},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6485956907272339},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.626767098903656},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6131596565246582},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5585689544677734},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.5055997371673584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47504448890686035},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.43004825711250305},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4278091788291931},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4137861728668213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3592306971549988},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3490164279937744},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13871848583221436},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13295939564704895},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc.2013.6713707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2013.6713707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W349770100","https://openalex.org/W1598912497","https://openalex.org/W1896930264","https://openalex.org/W2034015004","https://openalex.org/W2042116582","https://openalex.org/W2051374632","https://openalex.org/W2052570068","https://openalex.org/W2097575504","https://openalex.org/W2105046342","https://openalex.org/W2134627110","https://openalex.org/W2143364815","https://openalex.org/W2156221064","https://openalex.org/W2170265372","https://openalex.org/W2338082960","https://openalex.org/W3179878372","https://openalex.org/W4300936555","https://openalex.org/W6611762666","https://openalex.org/W6635665185"],"related_works":["https://openalex.org/W2250488071","https://openalex.org/W4295532600","https://openalex.org/W2063823869","https://openalex.org/W2047973478","https://openalex.org/W2356150353","https://openalex.org/W2018643641","https://openalex.org/W2380744779","https://openalex.org/W2067569035","https://openalex.org/W2090985514","https://openalex.org/W1999647744"],"abstract_inverted_index":{"The":[0],"agriculture":[1,15,37],"activities":[2,82],"have":[3],"a":[4,22,111],"major":[5],"role":[6],"in":[7,118],"determining":[8],"the":[9,14,34,41,61,65,81,93,98,101,105,116,120],"quality":[10],"and":[11,44,56,74,88],"quantity":[12],"of":[13,36,67,100,113],"produce.":[16],"In":[17],"this":[18],"paper,":[19],"we":[20],"propose":[21],"novel":[23],"mobile":[24,50,102,121],"sensing":[25],"based":[26,49],"framework":[27],"which":[28,107],"uses":[29],"machine":[30],"learning":[31],"algorithms":[32],"for":[33],"detection":[35],"activities.":[38],"To":[39],"collect":[40],"sensors":[42],"data":[43],"ground":[45],"truth":[46],"an":[47],"android":[48],"application":[51],"has":[52,57],"also":[53,91],"been":[54,58],"developed":[55],"provided":[59],"to":[60,79,96,115],"farmers.":[62],"We":[63,90],"investigate":[64],"performance":[66],"Naive":[68],"Bayes,":[69],"Linear":[70],"Discriminant":[71],"Analysis":[72],"(LDA)":[73],"k-Nearest":[75],"Neighbor":[76],"(k-NN)":[77],"classifiers":[78,95],"detect":[80,97],"like":[83],"Harvesting,":[84],"Bed":[85],"Making,":[86],"Stand-still":[87],"Walking.":[89],"use":[92],"same":[94],"placement":[99],"phone":[103,122],"on":[104],"body":[106],"will":[108],"hence":[109],"provide":[110],"degree":[112],"freedom":[114],"farmers":[117],"placing":[119],"as":[123],"per":[124],"their":[125],"convenience.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}