{"id":"https://openalex.org/W2298980660","doi":"https://doi.org/10.1145/2851581.2892401","title":"Finding \"Interesting\" Correlations in Multi-Faceted Personal Informatics Systems","display_name":"Finding \"Interesting\" Correlations in Multi-Faceted Personal Informatics Systems","publication_year":2016,"publication_date":"2016-05-06","ids":{"openalex":"https://openalex.org/W2298980660","doi":"https://doi.org/10.1145/2851581.2892401","mag":"2298980660"},"language":"en","primary_location":{"id":"doi:10.1145/2851581.2892401","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851581.2892401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems","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/A5072362603","display_name":"Simon Jones","orcid":"https://orcid.org/0000-0003-4111-0591"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Simon L. Jones","raw_affiliation_strings":["University of Bath, Bath, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bath, Bath, United Kingdom","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068876307","display_name":"Ryan Kelly","orcid":"https://orcid.org/0000-0002-8773-6656"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ryan Kelly","raw_affiliation_strings":["University of Bath, Bath, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Bath, Bath, United Kingdom","institution_ids":["https://openalex.org/I51601045"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072362603"],"corresponding_institution_ids":["https://openalex.org/I51601045"],"apc_list":null,"apc_paid":null,"fwci":1.1173,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78181976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3099","last_page":"3106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9973999857902527,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9889000058174133,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9850999712944031,"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":0.7319459915161133},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.6221352219581604},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.551272988319397},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.5066136121749878},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.46653348207473755},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4234566390514374},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4031161069869995},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3581851124763489},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07474863529205322}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7319459915161133},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.6221352219581604},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.551272988319397},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.5066136121749878},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.46653348207473755},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4234566390514374},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4031161069869995},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3581851124763489},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07474863529205322},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2851581.2892401","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851581.2892401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.bath.ac.uk:49156","is_oa":false,"landing_page_url":"http://opus.bath.ac.uk/49156/4/CHI2016_LBW_Exist_FINAL.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401631","display_name":"The University of Bath Online Publications Store (The University of Bath)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51601045","host_organization_name":"University of Bath","host_organization_lineage":["https://openalex.org/I51601045"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Items"},{"id":"pmh:oai:purehost.bath.ac.uk:publications/aea26c40-b4fc-44fc-83aa-c00f85608ef7","is_oa":false,"landing_page_url":"https://researchportal.bath.ac.uk/en/publications/aea26c40-b4fc-44fc-83aa-c00f85608ef7","pdf_url":null,"source":{"id":"https://openalex.org/S4377196294","display_name":"Pure (University of Bath)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51601045","host_organization_name":"University of Bath","host_organization_lineage":["https://openalex.org/I51601045"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1800685019","https://openalex.org/W1978460036","https://openalex.org/W1983122581","https://openalex.org/W2044784096","https://openalex.org/W2052168378","https://openalex.org/W2060269880","https://openalex.org/W2092475545","https://openalex.org/W2102297485","https://openalex.org/W2114078051","https://openalex.org/W2116949399","https://openalex.org/W2117827821","https://openalex.org/W2130977808","https://openalex.org/W2151586234","https://openalex.org/W2163575438"],"related_works":["https://openalex.org/W1569257020","https://openalex.org/W2013608943","https://openalex.org/W2083482565","https://openalex.org/W2915671565","https://openalex.org/W2590487277","https://openalex.org/W184938670","https://openalex.org/W3130092407","https://openalex.org/W2012905730","https://openalex.org/W2392982693","https://openalex.org/W4312208474"],"abstract_inverted_index":{"Personal":[0],"informatics":[1],"systems":[2],"are":[3],"capable":[4],"of":[5,26,32,48,58,94,113],"uncovering":[6],"interesting":[7],"insights":[8],"about":[9],"their":[10,51],"users":[11,102],"by":[12],"identifying":[13],"statistical":[14],"correlations":[15,49],"in":[16,50,103],"multi-faceted":[17],"data.":[18],"However,":[19],"they":[20],"often":[21],"produce":[22],"an":[23],"overwhelming":[24],"quantity":[25],"information.":[27],"We":[28,43,66],"explore":[29],"the":[30,59,86,91,107],"feasibility":[31],"automatically":[33],"filtering":[34],"correlational":[35,114],"information":[36,77,115],"based":[37],"on":[38],"its":[39],"interest":[40],"to":[41,53,63,71],"users.":[42],"analyze":[44],"users'":[45,64],"subjective":[46],"ratings":[47],"data":[52],"gain":[54],"a":[55],"deeper":[56],"understanding":[57,70],"factors":[60],"that":[61,101],"contribute":[62],"interest.":[65],"then":[67],"use":[68],"this":[69],"identify":[72],"candidate":[73],"objective":[74],"measures":[75],"for":[76],"filtering,":[78],"which":[79],"can":[80],"be":[81],"applied":[82],"without":[83],"input":[84],"from":[85],"user.":[87],"Finally,":[88],"we":[89],"test":[90],"predictive":[92],"power":[93],"these":[95],"measures.":[96],"Our":[97],"main":[98],"findings":[99],"reveal":[100],"our":[104],"study":[105],"valued":[106],"Surprisingness,":[108],"Utility":[109],"and":[110],"Positive":[111],"Valence":[112],"above":[116],"other":[117],"factors.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
