{"id":"https://openalex.org/W1786863594","doi":"https://doi.org/10.1007/978-3-662-43459-8_24","title":"Personalized Support with \u2018Little\u2019 Data","display_name":"Personalized Support with \u2018Little\u2019 Data","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1786863594","doi":"https://doi.org/10.1007/978-3-662-43459-8_24","mag":"1786863594"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-43459-8_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-43459-8_24","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-43459-8_24.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-43459-8_24.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086765619","display_name":"Peter Bedn\u00e1r","orcid":"https://orcid.org/0000-0002-3631-2626"},"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":"Peter Bednar","raw_affiliation_strings":["School of Computing, University of Portsmouth, Portsmouth, UK","University Of Portsmouth"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Portsmouth, Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"University Of Portsmouth","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078355976","display_name":"Peter Imrie","orcid":null},"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":"Peter Imrie","raw_affiliation_strings":["School of Computing, University of Portsmouth, UK","University Of Portsmouth"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"University Of Portsmouth","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041085011","display_name":"Christine Welch","orcid":"https://orcid.org/0000-0002-7149-3354"},"institutions":[{"id":"https://openalex.org/I3129963184","display_name":"Portsmouth College","ror":"https://ror.org/05gdfay69","country_code":"GB","type":"education","lineage":["https://openalex.org/I3129963184"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christine Welch","raw_affiliation_strings":["Portsmouth Business School, Portsmouth, UK","Portsmouth Business School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Portsmouth Business School, Portsmouth, UK","institution_ids":[]},{"raw_affiliation_string":"Portsmouth Business School","institution_ids":["https://openalex.org/I3129963184"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2104,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33984282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"355","last_page":"358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10803","display_name":"Innovative Human-Technology Interaction","score":0.9563999772071838,"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":0.9563999772071838,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9545999765396118,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T12128","display_name":"AI in Service Interactions","score":0.9466000199317932,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.8102220296859741},{"id":"https://openalex.org/keywords/imitation","display_name":"Imitation","score":0.6979888081550598},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6812403202056885},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6199104189872742},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5898630619049072},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5294753313064575},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4759671092033386},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.4389967918395996},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4060898423194885},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3339483141899109},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21250882744789124},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.10226047039031982}],"concepts":[{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.8102220296859741},{"id":"https://openalex.org/C126388530","wikidata":"https://www.wikidata.org/wiki/Q1131737","display_name":"Imitation","level":2,"score":0.6979888081550598},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6812403202056885},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6199104189872742},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5898630619049072},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5294753313064575},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4759671092033386},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.4389967918395996},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4060898423194885},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3339483141899109},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21250882744789124},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.10226047039031982},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-662-43459-8_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-43459-8_24","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-43459-8_24.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01381206v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01381206","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transfer and Diffusion of IT (TDIT), Jun 2014, Aalborg, Denmark. pp.355-358, ⟨10.1007/978-3-662-43459-8_24⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:lup.lub.lu.se:71d00381-d1f8-4e10-9809-cb258d1eb989","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/4461480","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1868-4238","raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/fff52a3c-6477-45df-92e6-3bfa7aab1929","is_oa":false,"landing_page_url":"https://researchportal.port.ac.uk/portal/en/publications/personalized-support-with-little-data(fff52a3c-6477-45df-92e6-3bfa7aab1929).html","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":{"id":"doi:10.1007/978-3-662-43459-8_24","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-662-43459-8_24","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-662-43459-8_24.pdf","source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1786863594.pdf"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W188320547","https://openalex.org/W201578715","https://openalex.org/W222782533","https://openalex.org/W1834492605","https://openalex.org/W1844166740","https://openalex.org/W1879576185","https://openalex.org/W1965417221","https://openalex.org/W2026171040","https://openalex.org/W2164769381","https://openalex.org/W2478858438","https://openalex.org/W2761807801"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2384834437"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}