{"id":"https://openalex.org/W2081810151","doi":"https://doi.org/10.1145/1719970.1720011","title":"Temporal task footprinting","display_name":"Temporal task footprinting","publication_year":2010,"publication_date":"2010-02-07","ids":{"openalex":"https://openalex.org/W2081810151","doi":"https://doi.org/10.1145/1719970.1720011","mag":"2081810151"},"language":"en","primary_location":{"id":"doi:10.1145/1719970.1720011","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1719970.1720011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th international conference on Intelligent user interfaces","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/A5110468428","display_name":"Oliver Brdiczka","orcid":null},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Oliver Brdiczka","raw_affiliation_strings":["Palo Alto Research Center (PARC), Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center (PARC), Palo Alto, CA, USA","institution_ids":["https://openalex.org/I173498003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018676187","display_name":"Norman Makoto Su","orcid":"https://orcid.org/0000-0001-8765-6579"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norman Makoto Su","raw_affiliation_strings":["University of California Irvine, Irvine, CA, USA","University of California Irvine, IRVINE, CA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"University of California Irvine, IRVINE, CA, USA#TAB#","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071506790","display_name":"Bo Begole","orcid":"https://orcid.org/0000-0002-8252-8073"},"institutions":[{"id":"https://openalex.org/I173498003","display_name":"Palo Alto Research Center","ror":"https://ror.org/0529fxt39","country_code":"US","type":"facility","lineage":["https://openalex.org/I173498003","https://openalex.org/I4210132870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Bo Begole","raw_affiliation_strings":["Palo Alto Research Center (PARC), Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Palo Alto Research Center (PARC), Palo Alto, CA, USA","institution_ids":["https://openalex.org/I173498003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110468428"],"corresponding_institution_ids":["https://openalex.org/I173498003"],"apc_list":null,"apc_paid":null,"fwci":6.669,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96297086,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"281","last_page":"284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9968000054359436,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.8013342618942261},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7208766937255859},{"id":"https://openalex.org/keywords/temporal-database","display_name":"Temporal database","score":0.6813018321990967},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.5911775231361389},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.49736765027046204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4971654713153839},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4639662504196167},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4410557746887207},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.43422091007232666},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4331973195075989},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3785935044288635},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33500659465789795},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3265138268470764},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06805753707885742}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8013342618942261},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7208766937255859},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.6813018321990967},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.5911775231361389},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.49736765027046204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4971654713153839},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4639662504196167},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4410557746887207},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.43422091007232666},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4331973195075989},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3785935044288635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33500659465789795},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3265138268470764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06805753707885742},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1719970.1720011","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1719970.1720011","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th international conference on Intelligent user interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1486632395","https://openalex.org/W1570448133","https://openalex.org/W1956559956","https://openalex.org/W1983362722","https://openalex.org/W2044772425","https://openalex.org/W2065575115","https://openalex.org/W2078786834","https://openalex.org/W2096418111","https://openalex.org/W2110893883","https://openalex.org/W2124076451","https://openalex.org/W2125838338","https://openalex.org/W2134595450","https://openalex.org/W2144266514","https://openalex.org/W2146133727","https://openalex.org/W2153635508","https://openalex.org/W2153981305","https://openalex.org/W2325227998","https://openalex.org/W2966207845","https://openalex.org/W3120421331","https://openalex.org/W6640862754"],"related_works":["https://openalex.org/W2345184372","https://openalex.org/W3013515612","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2041399278","https://openalex.org/W2160451891","https://openalex.org/W2336974148","https://openalex.org/W2056016498","https://openalex.org/W2389470892","https://openalex.org/W4293087713"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,62],"new":[4],"representation":[5],"for":[6],"describing":[7],"routine":[8,36],"tasks,":[9],"called":[10],"temporal":[11,19,44,59,66,87],"task":[12,50,60,88],"footprints.":[13],"Routines":[14],"are":[15],"characterized":[16],"by":[17],"their":[18,70],"regularity":[20],"or":[21],"rhythm.":[22],"Temporal":[23],"pattern":[24],"analysis":[25],"(T-patterns)":[26],"can":[27,51],"be":[28,53],"used":[29],"to":[30],"isolate":[31],"frequent":[32],"recurrent":[33],"patterns":[34,67],"in":[35,41,55,102],"tasks":[37],"that":[38,86],"appear":[39],"repeatedly":[40],"the":[42,104],"same":[43],"configuration.":[45],"Using":[46],"tf-idf":[47],"statistics,":[48],"each":[49],"then":[52],"defined":[54],"terms":[56],"of":[57,65,77,90],"its":[58],"footprint,":[61],"ranked":[63],"list":[64],"along":[68],"with":[69],"typical":[71],"frequencies.":[72],"Experimental":[73],"evaluations":[74],"using":[75],"data":[76],"29":[78],"days":[79],"observing":[80],"and":[81,94,100],"logging":[82],"10":[83],"subjects":[84],"showed":[85],"footprints":[89],"application":[91],"windows,":[92],"email":[93],"document":[95],"usage":[96],"outperform":[97],"decision":[98],"tree":[99],"SVMs":[101],"recognizing":[103],"subjects'":[105],"tasks.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}