{"id":"https://openalex.org/W2023499047","doi":"https://doi.org/10.1145/2750858.2807524","title":"A field study comparing approaches to collecting annotated activity data in real-world settings","display_name":"A field study comparing approaches to collecting annotated activity data in real-world settings","publication_year":2015,"publication_date":"2015-09-07","ids":{"openalex":"https://openalex.org/W2023499047","doi":"https://doi.org/10.1145/2750858.2807524","mag":"2023499047"},"language":"en","primary_location":{"id":"doi:10.1145/2750858.2807524","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2750858.2807524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","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/A5103095421","display_name":"Yung-Ju Chang","orcid":"https://orcid.org/0000-0001-6956-3459"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yung-Ju Chang","raw_affiliation_strings":["University of Michigan, Ann Arbor, Michigan","University of Michigan , Ann Arbor, Michigan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, Michigan","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan , Ann Arbor, Michigan,","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013682210","display_name":"Mandakini Paruthi","orcid":"https://orcid.org/0000-0002-1081-8282"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gaurav Paruthi","raw_affiliation_strings":["University of Michigan, Ann Arbor, Michigan","University of Michigan , Ann Arbor, Michigan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, Michigan","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan , Ann Arbor, Michigan,","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017917433","display_name":"Mark Newman","orcid":"https://orcid.org/0000-0001-7186-1383"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark W. Newman","raw_affiliation_strings":["University of Michigan, Ann Arbor, Michigan","University of Michigan , Ann Arbor, Michigan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan, Ann Arbor, Michigan","institution_ids":["https://openalex.org/I27837315"]},{"raw_affiliation_string":"University of Michigan , Ann Arbor, Michigan,","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":2.6289,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90568089,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"671","last_page":"682"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7996519804000854},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6535290479660034},{"id":"https://openalex.org/keywords/participatory-sensing","display_name":"Participatory sensing","score":0.6453621983528137},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5647702217102051},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5267212390899658},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5201709270477295},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4984140396118164},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.4834957420825958},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4821171760559082},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.4804636836051941},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4642895460128784},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4430786371231079},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.43350622057914734},{"id":"https://openalex.org/keywords/contextual-design","display_name":"Contextual design","score":0.43062546849250793},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38437652587890625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19703269004821777},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08269241452217102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7996519804000854},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6535290479660034},{"id":"https://openalex.org/C2779208394","wikidata":"https://www.wikidata.org/wiki/Q7140460","display_name":"Participatory sensing","level":2,"score":0.6453621983528137},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5647702217102051},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5267212390899658},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5201709270477295},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4984140396118164},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.4834957420825958},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4821171760559082},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.4804636836051941},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4642895460128784},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4430786371231079},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.43350622057914734},{"id":"https://openalex.org/C71611378","wikidata":"https://www.wikidata.org/wiki/Q5165191","display_name":"Contextual design","level":3,"score":0.43062546849250793},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38437652587890625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19703269004821777},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08269241452217102},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2750858.2807524","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2750858.2807524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309652","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W109287966","https://openalex.org/W130925041","https://openalex.org/W1481162702","https://openalex.org/W1973391103","https://openalex.org/W1978409809","https://openalex.org/W1984153239","https://openalex.org/W1985466320","https://openalex.org/W1987172718","https://openalex.org/W1989261555","https://openalex.org/W1993933064","https://openalex.org/W1994788295","https://openalex.org/W1996744814","https://openalex.org/W2007533455","https://openalex.org/W2017634428","https://openalex.org/W2042452443","https://openalex.org/W2052880471","https://openalex.org/W2057936989","https://openalex.org/W2062545348","https://openalex.org/W2073105555","https://openalex.org/W2082360505","https://openalex.org/W2088664555","https://openalex.org/W2090985066","https://openalex.org/W2092892786","https://openalex.org/W2094781995","https://openalex.org/W2102390536","https://openalex.org/W2105046342","https://openalex.org/W2107220720","https://openalex.org/W2108328714","https://openalex.org/W2110991980","https://openalex.org/W2123118680","https://openalex.org/W2125826911","https://openalex.org/W2137100320","https://openalex.org/W2142932264","https://openalex.org/W2144193487","https://openalex.org/W2150878677","https://openalex.org/W2150882603","https://openalex.org/W4233885559"],"related_works":["https://openalex.org/W1970299606","https://openalex.org/W2063769785","https://openalex.org/W2538233322","https://openalex.org/W2683657967","https://openalex.org/W2268621700","https://openalex.org/W2807814471","https://openalex.org/W4236893706","https://openalex.org/W3130113503","https://openalex.org/W3014860623","https://openalex.org/W2023499047"],"abstract_inverted_index":{"Collecting":[0],"ground-truth":[1],"annotations":[2],"for":[3,102,141],"contextual":[4,134],"data":[5,50,62,88,135],"is":[6],"vital":[7],"to":[8,22,113,128],"context-aware":[9],"system":[10],"development.":[11],"However,":[12],"current":[13],"research":[14],"lacks":[15],"a":[16,28,84,142],"systematic":[17],"analysis":[18],"of":[19,60,87],"different":[20],"approaches":[21,75],"collecting":[23,131],"such":[24],"data.":[25],"We":[26,54,72,117],"present":[27],"field":[29],"experiment":[30],"comparing":[31],"three":[32],"approaches:":[33],"Participatory,":[34],"Context-Triggered":[35,39,74],"In":[36],"Situ,":[37],"and":[38,47,58,92,100,111,115,122,132,138],"Post":[40],"Hoc,":[41],"which":[42],"involved":[43],"users":[44],"in":[45,51],"recording":[46,99],"annotating":[48,133],"activity":[49],"real-world":[52],"settings.":[53],"compared":[55],"the":[56,69,80],"quantity":[57],"quality":[59],"collected":[61],"using":[63],"each":[64],"approach,":[65],"as":[66,68],"well":[67],"participant":[70],"experience.":[71],"found":[73],"produced":[76,83],"more":[77],"recordings,":[78],"whereas":[79],"Participatory":[81],"approach":[82],"greater":[85],"amount":[86],"with":[89,136],"higher":[90],"completeness":[91],"precision.":[93],"Moreover,":[94],"while":[95],"participants":[96],"appreciated":[97],"automated":[98],"reminders":[101],"convenience,":[103],"they":[104],"highly":[105],"valued":[106],"having":[107],"control":[108,124],"over":[109],"what":[110],"when":[112,130],"record":[114],"annotate.":[116],"conclude":[118],"that":[119],"user":[120,123],"burden":[121],"are":[125],"key":[126],"aspects":[127],"consider":[129],"participants,":[137],"suggest":[139],"features":[140],"future":[143],"tool":[144],"focused":[145],"on":[146],"these":[147],"two":[148],"aspects.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}