{"id":"https://openalex.org/W2724257100","doi":"https://doi.org/10.1145/3079628.3079674","title":"Investigating the Impact of Personality and Cognitive Efficiency on the Selection of Exercises for Learners","display_name":"Investigating the Impact of Personality and Cognitive Efficiency on the Selection of Exercises for Learners","publication_year":2017,"publication_date":"2017-07-07","ids":{"openalex":"https://openalex.org/W2724257100","doi":"https://doi.org/10.1145/3079628.3079674","mag":"2724257100"},"language":"en","primary_location":{"id":"doi:10.1145/3079628.3079674","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","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/A5006490095","display_name":"Juliet Okpo","orcid":null},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Juliet Okpo","raw_affiliation_strings":["University of Aberdeen, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085188232","display_name":"Judith Masthoff","orcid":"https://orcid.org/0000-0001-8099-0515"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Judith Masthoff","raw_affiliation_strings":["University of Aberdeen, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050685273","display_name":"Matt Dennis","orcid":"https://orcid.org/0000-0002-5951-4300"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matt Dennis","raw_affiliation_strings":["University of Portsmouth, Portsmouth, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Portsmouth, Portsmouth, United Kingdom","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005612047","display_name":"Nigel Beacham","orcid":"https://orcid.org/0000-0002-3548-1639"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nigel Beacham","raw_affiliation_strings":["University of Aberdeen, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I195460627"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091131022","display_name":"Ana Ciocarlan","orcid":"https://orcid.org/0000-0001-9202-7654"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ana Ciocarlan","raw_affiliation_strings":["University of Aberdeen, Aberdeen, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen, Aberdeen, United Kingdom","institution_ids":["https://openalex.org/I195460627"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006490095"],"corresponding_institution_ids":["https://openalex.org/I195460627"],"apc_list":null,"apc_paid":null,"fwci":0.7801,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78922523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11820","display_name":"Learning Styles and Cognitive Differences","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7253704071044922},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.7242004871368408},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7132839560508728},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.530677855014801},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5274087190628052},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.504517674446106},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.48185718059539795},{"id":"https://openalex.org/keywords/mental-effort","display_name":"Mental effort","score":0.45388349890708923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4458153247833252},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.24781087040901184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21942880749702454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08861151337623596}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7253704071044922},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.7242004871368408},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7132839560508728},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.530677855014801},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5274087190628052},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.504517674446106},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.48185718059539795},{"id":"https://openalex.org/C2985571061","wikidata":"https://www.wikidata.org/wiki/Q1107019","display_name":"Mental effort","level":3,"score":0.45388349890708923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4458153247833252},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.24781087040901184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21942880749702454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08861151337623596},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3079628.3079674","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3079628.3079674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/b6371b74-bcd0-4224-8683-2cd5ebe6046a","is_oa":false,"landing_page_url":"https://dl.acm.org/citation.cfm?doid=3079628.3079674","pdf_url":null,"source":{"id":"https://openalex.org/S4306401774","display_name":"Portsmouth Research Portal (University of Portsmouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63072094","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/I63072094"],"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":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W68573355","https://openalex.org/W294110406","https://openalex.org/W1539042585","https://openalex.org/W1550280742","https://openalex.org/W1965793030","https://openalex.org/W1966127327","https://openalex.org/W1974687238","https://openalex.org/W1984877678","https://openalex.org/W1992722608","https://openalex.org/W2001619142","https://openalex.org/W2013222348","https://openalex.org/W2051336269","https://openalex.org/W2062547048","https://openalex.org/W2093869466","https://openalex.org/W2095446410","https://openalex.org/W2102555601","https://openalex.org/W2106760415","https://openalex.org/W2111139266","https://openalex.org/W2116705992","https://openalex.org/W2119195667","https://openalex.org/W2136289626","https://openalex.org/W2146057986","https://openalex.org/W2151226963","https://openalex.org/W2247617224","https://openalex.org/W2254189221","https://openalex.org/W2315437849","https://openalex.org/W2394109200","https://openalex.org/W2473811168","https://openalex.org/W2501213441","https://openalex.org/W2516815308","https://openalex.org/W2549190902","https://openalex.org/W2556297673","https://openalex.org/W2586598493","https://openalex.org/W2911421123"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2358230867","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2389015757","https://openalex.org/W2061189547","https://openalex.org/W2005810732"],"abstract_inverted_index":{"Adapting":[0],"to":[1,20,27,34,94],"learner":[2,21,102],"characteristics":[3],"is":[4],"essential":[5],"when":[6],"selecting":[7],"exercises":[8,87,112],"for":[9,115,122,150],"learners.":[10],"This":[11],"paper":[12],"investigates":[13],"how":[14],"humans":[15],"adapt":[16],"next":[17],"exercise":[18,97,133,156],"selection":[19,84],"personality":[22,47],"and":[23,65,92,146],"invested":[24,58],"mental":[25,56],"effort":[26,57,120],"enable":[28],"a":[29,45,51,62,69,75,83],"future":[30],"Intelligent":[31],"Tutoring":[32],"System":[33],"use":[35],"these":[36],"adaptations.":[37],"Participants":[38,79],"were":[39,80,113],"presented":[40],"with":[41],"validated":[42,52,86],"stories":[43],"of":[44,68,85,88,134,157],"learner`s":[46],"at":[48,74],"polarised":[49],"levels,":[50],"story":[53],"conveying":[54],"the":[55,96,101,139,144,160,167],"in":[59,143,166],"carrying":[60],"out":[61],"given":[63],"task":[64],"an":[66,132,155],"indication":[67],"previous":[70],"performance":[71],"(just":[72],"passing)":[73],"simple":[76],"arithmetic":[77],"exercise.":[78],"also":[81],"shown":[82],"varying":[89],"difficulty":[90,137,162],"levels":[91],"asked":[93],"select":[95],"which":[98],"they":[99],"thought":[100],"should":[103],"do":[104],"next.":[105],"We":[106,128],"found":[107,129],"that":[108,130],"overall":[109],"more":[110,126,163],"difficult":[111],"selected":[114],"learners":[116,123],"who":[117,124],"used":[118,125],"little":[119],"than":[121,165],"effort.":[127],"although":[131],"slightly":[135],"harder":[136],"remains":[138],"most":[140],"popular":[141],"choice":[142],"high":[145,168],"low":[147,151],"self-esteem":[148],"conditions,":[149],"self-esteem,":[152],"participants":[153],"picked":[154],"lower":[158],"or":[159],"same":[161],"often":[164],"condition.":[169]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
