{"id":"https://openalex.org/W654303725","doi":null,"title":"Clotho and Lachesis: Building, Optimizing and Validating Models to Predict Important Applications in a Real-World Context","display_name":"Clotho and Lachesis: Building, Optimizing and Validating Models to Predict Important Applications in a Real-World Context","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W654303725","mag":"654303725"},"language":"en","primary_location":{"id":"pmh:oai:www.ideals.illinois.edu:2142/17091","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/17091","pdf_url":"http://hdl.handle.net/2142/17091","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Technical Report"},"volume":null,"type":"report","is_traditional":false,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2142/17091","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063359447","display_name":"Joshua M. Hailpern","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joshua Hailpern","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075056899","display_name":"Karrie G. Karahalios","orcid":"https://orcid.org/0000-0001-8788-3405","observed_orcids":["https://orcid.org/0000-0001-8788-3405"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karrie Karahalios","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8788-3405","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034163886","display_name":"Nicholas Jitkoff","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicholas Jitkoff","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9218999743461609,"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":0.9218999743461609,"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/T10470","display_name":"Usability and User Interface Design","score":0.05920000001788139,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10789","display_name":"Interactive and Immersive Displays","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/user-utility-functions","display_name":"user utility functions","score":0.5080000162124634},{"id":"https://openalex.org/keywords/task-analysis","display_name":"task analysis","score":0.7429999709129333},{"id":"https://openalex.org/keywords/time-management","display_name":"time management","score":0.6710000038146973},{"id":"https://openalex.org/keywords/workflow-analysis","display_name":"workflow analysis","score":0.9779999852180481},{"id":"https://openalex.org/keywords/interruptions","display_name":"interruptions","score":0.828000009059906},{"id":"https://openalex.org/keywords/cpu-utilization","display_name":"CPU utilization","score":0.75},{"id":"https://openalex.org/keywords/window-area","display_name":"window area","score":0.8949999809265137},{"id":"https://openalex.org/keywords/user-behavior","display_name":"user behavior","score":0.4449999928474426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8087030053138733},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7631855010986328},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6722195148468018},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5917395949363708},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5446644425392151},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4963226914405823},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4756871461868286},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4642648696899414},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4427821636199951},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42394354939460754},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3530580401420593},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13916680216789246},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12404784560203552},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08396980166435242},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07762783765792847},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:www.ideals.illinois.edu:2142/17091","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/17091","pdf_url":"http://hdl.handle.net/2142/17091","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Technical Report"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.175.2055","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.175.2055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ideals.uiuc.edu/bitstream/handle/2142/17091/2010-07-27%20ERROR%20IN%207-19%20USE%20ME.formatted.pdf?sequence=2","raw_type":"text"},{"id":"mag:654303725","doi":null,"is_oa":false,"landing_page_url":"https://www.ideals.illinois.edu/bitstream/handle/2142/17091/2010-07-27%20ERROR%20IN%207-19%20USE%20ME.formatted.pdf?sequence=2","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:www.ideals.illinois.edu:2142/17091","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2142/17091","pdf_url":"http://hdl.handle.net/2142/17091","source":{"id":"https://openalex.org/S4306401358","display_name":"Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801919071","host_organization_name":"University of Illinois System","host_organization_lineage":["https://openalex.org/I2801919071"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Technical Report"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W654303725.pdf","grobid_xml":"https://content.openalex.org/works/W654303725.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W68640934","https://openalex.org/W1532325895","https://openalex.org/W1565377632","https://openalex.org/W1605965041","https://openalex.org/W1623342295","https://openalex.org/W1669686298","https://openalex.org/W1912123407","https://openalex.org/W1974350962","https://openalex.org/W1987205431","https://openalex.org/W1990415753","https://openalex.org/W2019489940","https://openalex.org/W2022164703","https://openalex.org/W2036625316","https://openalex.org/W2040212972","https://openalex.org/W2044918198","https://openalex.org/W2051036938","https://openalex.org/W2069324208","https://openalex.org/W2076826976","https://openalex.org/W2077290989","https://openalex.org/W2081147508","https://openalex.org/W2091255732","https://openalex.org/W2096158028","https://openalex.org/W2102570173","https://openalex.org/W2106030195","https://openalex.org/W2106393550","https://openalex.org/W2109891159","https://openalex.org/W2111971407","https://openalex.org/W2120973494","https://openalex.org/W2123504579","https://openalex.org/W2124658502","https://openalex.org/W2125055259","https://openalex.org/W2132405220","https://openalex.org/W2133990480","https://openalex.org/W2140188249","https://openalex.org/W2140190241","https://openalex.org/W2143445498","https://openalex.org/W2144266514","https://openalex.org/W2146133727","https://openalex.org/W2146463851","https://openalex.org/W2168908095","https://openalex.org/W2170061697","https://openalex.org/W2500367720","https://openalex.org/W2588167731"],"related_works":["https://openalex.org/W7008520857","https://openalex.org/W2101675081","https://openalex.org/W2150767617","https://openalex.org/W2607817998","https://openalex.org/W9269554","https://openalex.org/W2607219323","https://openalex.org/W1976600725","https://openalex.org/W7095850234","https://openalex.org/W2397574642","https://openalex.org/W2137244916"],"abstract_inverted_index":{"When":[0],"using":[1],"the":[2,76,93,148,155],"computer,":[3],"each":[4],"user":[5,28],"has":[6],"some":[7],"notion":[8],"that":[9,26,90],"\"these":[10],"applications":[11,25,35,138],"are":[12],"important\"":[13],"at":[14,56],"a":[15,27,37,134,145],"given":[16],"point":[17],"in":[18,154],"time.":[19],"We":[20,84,142],"term":[21],"this":[22],"subset":[23],"of":[24,60,97,107,115,137,147,157],"values":[29],"as":[30],"high-utility":[31,34],"applications.":[32,62],"Identifying":[33],"is":[36,110,130],"critical":[38],"first":[39],"step":[40],"for":[41,151],"Task":[42],"Analysis,":[43,46],"Time":[44],"Management/Workflow":[45],"and":[47,123,161],"Interruption":[48],"research.":[49],"However,":[50],"existing":[51,101,126],"techniques":[52,102],"fail":[53],"to":[54,133],"identify":[55],"least":[57],"57":[58],"%":[59],"these":[61],"Our":[63],"work":[64],"directly":[65],"associates":[66],"measurable":[67],"computer":[68,108],"interaction":[69],"(CPU":[70],"consumption,":[71],"window":[72],"area,":[73],"etc.)":[74],"with":[75,144],"user\u2019s":[77,94],"perceived":[78],"application":[79,98],"utility":[80,88],"without":[81],"identifying":[82],"task.":[83],"present":[85],"an":[86],"objective":[87],"function":[89],"accurately":[91],"predicts":[92],"subjective":[95],"impressions":[96],"importance,":[99],"improving":[100,152],"by":[103],"53%.":[104],"This":[105],"model":[106,129],"usage":[109],"based":[111],"upon":[112],"321":[113],"hours":[114],"real-world":[116],"data":[117],"from":[118],"22":[119],"users":[120],"(both":[121],"professional":[122],"academic).":[124],"Unlike":[125],"approaches,":[127],"our":[128],"not":[131],"limited":[132],"pre-existing":[135],"set":[136],"or":[139],"known":[140],"tasks.":[141],"conclude":[143],"discussion":[146],"direct":[149],"implications":[150],"accuracy":[153],"fields":[156],"interruptions,":[158],"task":[159],"analysis,":[160],"time":[162],"management":[163],"systems.":[164]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}