{"id":"https://openalex.org/W2262513233","doi":"https://doi.org/10.3233/ais-150337","title":"Serendipity-empowered path planning for\u00a0predictive task completion","display_name":"Serendipity-empowered path planning for\u00a0predictive task completion","publication_year":2015,"publication_date":"2015-09-04","ids":{"openalex":"https://openalex.org/W2262513233","doi":"https://doi.org/10.3233/ais-150337","mag":"2262513233"},"language":"en","primary_location":{"id":"doi:10.3233/ais-150337","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-150337","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-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/A5043900580","display_name":"Choonsung Shin","orcid":"https://orcid.org/0000-0003-2384-4022"},"institutions":[{"id":"https://openalex.org/I4210131650","display_name":"Korea Electronics Technology Institute","ror":"https://ror.org/039k6f508","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I4210089395","https://openalex.org/I4210131650"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Choonsung Shin","raw_affiliation_strings":["Realistic Media Research Platform Center, Korea Electronics Technologies Institute, 11 Worldcup buk-ro-54-gil, Mapo-gu, Seoul, 121-835, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Realistic Media Research Platform Center, Korea Electronics Technologies Institute, 11 Worldcup buk-ro-54-gil, Mapo-gu, Seoul, 121-835, Republic of Korea","institution_ids":["https://openalex.org/I4210131650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024686404","display_name":"Brian D. Ziebart","orcid":"https://orcid.org/0000-0003-4041-6871"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Ziebart","raw_affiliation_strings":["Computer Science, University of Illinois at Chicago, 851 S. Morgan, Chicago, IL, 60607, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, University of Illinois at Chicago, 851 S. Morgan, Chicago, IL, 60607, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032134965","display_name":"Anind K. Dey","orcid":"https://orcid.org/0000-0002-3004-0770"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anind K. Dey","raw_affiliation_strings":["HCI Institute, Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA, 15213, USA"],"affiliations":[{"raw_affiliation_string":"HCI Institute, Carnegie Mellon University, 5000 Forbes Ave, Pittsburgh, PA, 15213, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043900580"],"corresponding_institution_ids":["https://openalex.org/I4210131650"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15054726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"5","first_page":"605","last_page":"616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10698","display_name":"Transportation Planning and Optimization","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9990000128746033,"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/serendipity","display_name":"Serendipity","score":0.9260697364807129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8216883540153503},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7685456275939941},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6715801358222961},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.6181762218475342},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5286593437194824},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.43731772899627686},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3788306713104248},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3380863070487976},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3305419087409973},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3278213143348694}],"concepts":[{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.9260697364807129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8216883540153503},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7685456275939941},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6715801358222961},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.6181762218475342},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5286593437194824},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.43731772899627686},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3788306713104248},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3380863070487976},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3305419087409973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3278213143348694},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ais-150337","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-150337","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W68268088","https://openalex.org/W1593134345","https://openalex.org/W1600943379","https://openalex.org/W1999497750","https://openalex.org/W2041387208","https://openalex.org/W2046453547","https://openalex.org/W2061637847","https://openalex.org/W2075543862","https://openalex.org/W2107304476","https://openalex.org/W2115450697","https://openalex.org/W2126834072","https://openalex.org/W2136580807","https://openalex.org/W2142240383","https://openalex.org/W2149424704","https://openalex.org/W2154356512","https://openalex.org/W2159200188","https://openalex.org/W2168761942","https://openalex.org/W2277605219","https://openalex.org/W2294123372","https://openalex.org/W2311726625","https://openalex.org/W4234500996"],"related_works":["https://openalex.org/W4205615116","https://openalex.org/W2154428221","https://openalex.org/W2531086667","https://openalex.org/W35325473","https://openalex.org/W1876349746","https://openalex.org/W3125216959","https://openalex.org/W2045676999","https://openalex.org/W2129390568","https://openalex.org/W2765630348","https://openalex.org/W4214728103"],"abstract_inverted_index":{"People":[0],"spend":[1],"a":[2,13,60,65,73,103,124,202],"great":[3],"deal":[4],"of":[5,15,67,126,140,145,214],"time":[6,217],"driving":[7],"and":[8,23,79,96,142,191,197,216,243],"performing":[9],"daily":[10,109,172],"tasks.":[11,222],"Although":[12],"number":[14,66,125,213],"studies":[16],"have":[17],"focused":[18],"on":[19,31,42,56,174],"personalized":[20],"path":[21,105,152],"planning":[22,95],"task":[24,117],"management,":[25],"people":[26,83],"tend":[27],"to":[28,34,59,69,85,135,169,177,230,240],"miss":[29],"out":[30],"the":[32,57,137,150,155,162,175,184,212,221,227,251],"opportunities":[33,84],"complete":[35,70,91],"some":[36],"tasks":[37,55,71,78,92,110,139,173,192,233],"that":[38,107,207,226],"could":[39],"be":[40],"accomplished":[41],"their":[43,159,171,178,232,238,241],"regular":[44,75,80,113,189],"drive.":[45],"We":[46,182,205,223],"are":[47,64,166],"interested":[48],"in":[49],"supporting":[50],"serendipity:":[51],"completing":[52,220],"other":[53],"necessary":[54],"way":[58,176],"destination.":[61,181],"As":[62],"there":[63],"places":[68,87],"around":[72],"driver\u2019s":[74],"commute,":[76],"combining":[77],"paths":[81,130],"gives":[82],"find":[86],"where":[88],"they":[89,235],"can":[90],"without":[93],"extra":[94],"time.":[97],"For":[98],"this":[99],"purpose,":[100],"we":[101],"propose":[102],"serendipity-empowered":[104],"recommendation":[106],"combines":[108],"with":[111,158,201],"drivers\u2019":[112],"routes":[114,134,157,190,200,210],"for":[115,219,249],"predictive":[116],"completion.":[118],"The":[119],"proposed":[120,185],"approach":[121,186],"first":[122],"generates":[123],"diverse":[127],"or":[128],"serendipitous":[129,156,199,209],"by":[131,153,187],"iteratively":[132],"extending":[133],"consider":[136],"given":[138],"drivers":[141,228],"corresponding":[143],"point":[144],"interests.":[146],"It":[147],"then":[148,167],"selects":[149],"best":[151,163,252],"ranking":[154,247],"properties.":[160],"Using":[161],"path,":[164],"users":[165],"able":[168],"perform":[170],"originally":[179],"planned":[180],"evaluated":[183],"modeling":[188],"from":[193,237],"12":[194],"local":[195],"drivers,":[196],"simulating":[198],"simulation":[203],"prototype.":[204],"found":[206,225],"using":[208],"reduced":[211],"trips":[215],"required":[218],"also":[224],"tended":[229],"do":[231],"when":[234],"moved":[236],"office":[239],"home":[242],"had":[244],"no":[245],"preferred":[246],"strategy":[248],"selecting":[250],"route.":[253]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}