{"id":"https://openalex.org/W2016142620","doi":"https://doi.org/10.1080/10494820701343546","title":"Navigational support in lifelong learning: Enhancing effectiveness through indirect social navigation","display_name":"Navigational support in lifelong learning: Enhancing effectiveness through indirect social navigation","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2016142620","doi":"https://doi.org/10.1080/10494820701343546","mag":"2016142620"},"language":"en","primary_location":{"id":"doi:10.1080/10494820701343546","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820701343546","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.ou.nl/en/publications/64dc27f5-9a87-493e-84ee-ecc0d3ba895f","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103247210","display_name":"Jos\u00e9 Janssen","orcid":"https://orcid.org/0000-0002-5104-7648"},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Jos\u00e9 Janssen","raw_affiliation_strings":["\n Open University of The Netherlands, Heerlen, The Netherlands","Open University of the Netherlands, Heerlen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\n Open University of The Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103506238","display_name":"Bert van den Berg","orcid":null},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bert van den Berg","raw_affiliation_strings":["\n Open University of The Netherlands, Heerlen, The Netherlands","Open University of the Netherlands, Heerlen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\n Open University of The Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017595247","display_name":"Colin Tattersall","orcid":null},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Colin Tattersall","raw_affiliation_strings":["\n Open University of The Netherlands, Heerlen, The Netherlands","Open University of the Netherlands, Heerlen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\n Open University of The Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052729092","display_name":"Hans Hummel","orcid":"https://orcid.org/0000-0002-3579-749X"},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Hans Hummel","raw_affiliation_strings":["\n Open University of The Netherlands, Heerlen, The Netherlands","Open University of the Netherlands, Heerlen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\n Open University of The Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060443281","display_name":"Rob Koper","orcid":null},"institutions":[{"id":"https://openalex.org/I7876267","display_name":"Open University of the Netherlands","ror":"https://ror.org/018dfmf50","country_code":"NL","type":"education","lineage":["https://openalex.org/I7876267"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rob Koper","raw_affiliation_strings":["\n Open University of The Netherlands, Heerlen, The Netherlands","Open University of the Netherlands, Heerlen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\n Open University of The Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]},{"raw_affiliation_string":"Open University of the Netherlands, Heerlen, The Netherlands","institution_ids":["https://openalex.org/I7876267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103247210"],"corresponding_institution_ids":["https://openalex.org/I7876267"],"apc_list":null,"apc_paid":null,"fwci":5.4986,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.9537529,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"15","issue":"2","first_page":"127","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10162","display_name":"Online and Blended Learning","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9987999796867371,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9983000159263611,"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/lifelong-learning","display_name":"Lifelong learning","score":0.6463915705680847},{"id":"https://openalex.org/keywords/acknowledgement","display_name":"Acknowledgement","score":0.5807235836982727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5239750742912292},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4540059566497803},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.41786688566207886},{"id":"https://openalex.org/keywords/learning-effect","display_name":"Learning effect","score":0.4126993417739868},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36628133058547974},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.26969510316848755},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.15602073073387146}],"concepts":[{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.6463915705680847},{"id":"https://openalex.org/C2777880217","wikidata":"https://www.wikidata.org/wiki/Q4674282","display_name":"Acknowledgement","level":2,"score":0.5807235836982727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5239750742912292},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4540059566497803},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.41786688566207886},{"id":"https://openalex.org/C10431821","wikidata":"https://www.wikidata.org/wiki/Q6510174","display_name":"Learning effect","level":2,"score":0.4126993417739868},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36628133058547974},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.26969510316848755},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.15602073073387146},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1080/10494820701343546","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10494820701343546","pdf_url":null,"source":{"id":"https://openalex.org/S90466346","display_name":"Interactive Learning Environments","issn_l":"1049-4820","issn":["1049-4820","1744-5191"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interactive Learning Environments","raw_type":"journal-article"},{"id":"pmh:oai:research.ou.nl:publications/64dc27f5-9a87-493e-84ee-ecc0d3ba895f","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/64dc27f5-9a87-493e-84ee-ecc0d3ba895f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Janssen, J, Van den Berg, B, Tattersall, C, Hummel, H & Koper, R 2006, 'Navigational Support in Lifelong Learning : Enhancing Effectiveness through Indirect Social Navigation', Interactive LearnIng Environments, vol. 15, no. 2, pp. 127-136. https://doi.org/10.1080/10494820701343546","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.109.6436","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.109.6436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dspace.ou.nl/bitstream/1820/686/1/ILEARTTEMP.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.605.5758","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.605.5758","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dspace.learningnetworks.org/bitstream/1820/763/1/Paper02.pdf","raw_type":"text"},{"id":"pmh:oai:dspace.ou.nl:1820/686","is_oa":false,"landing_page_url":"http://hdl.handle.net/1820/686","pdf_url":null,"source":{"id":"https://openalex.org/S4306401002","display_name":"DSpace (Open University in the Netherlands)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7876267","host_organization_name":"Open University of the Netherlands","host_organization_lineage":["https://openalex.org/I7876267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:dspace.ou.nl:1820/763","is_oa":false,"landing_page_url":"http://hdl.handle.net/1820/763","pdf_url":null,"source":{"id":"https://openalex.org/S4306401002","display_name":"DSpace (Open University in the Netherlands)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I7876267","host_organization_name":"Open University of the Netherlands","host_organization_lineage":["https://openalex.org/I7876267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"},{"id":"pmh:oai:research.ou.nl:publications/8130a252-a70b-4c42-9549-6651f423a222","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/8130a252-a70b-4c42-9549-6651f423a222","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Janssen , J , Tattersall , C , Van den Berg , B &amp; Koper , R 2006 , ' Navigational support in lifelong learning: enhancing effectiveness through indirect social navigation ' .","raw_type":"conferenceObject"}],"best_oa_location":{"id":"pmh:oai:research.ou.nl:publications/64dc27f5-9a87-493e-84ee-ecc0d3ba895f","is_oa":true,"landing_page_url":"https://research.ou.nl/en/publications/64dc27f5-9a87-493e-84ee-ecc0d3ba895f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922485","display_name":"Open University of the Netherlands Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Janssen, J, Van den Berg, B, Tattersall, C, Hummel, H & Koper, R 2006, 'Navigational Support in Lifelong Learning : Enhancing Effectiveness through Indirect Social Navigation', Interactive LearnIng Environments, vol. 15, no. 2, pp. 127-136. https://doi.org/10.1080/10494820701343546","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W113776796","https://openalex.org/W1480488179","https://openalex.org/W1484864026","https://openalex.org/W1515481220","https://openalex.org/W1524368896","https://openalex.org/W1564547131","https://openalex.org/W1570448133","https://openalex.org/W1578649395","https://openalex.org/W1660123436","https://openalex.org/W1780185704","https://openalex.org/W1791808111","https://openalex.org/W2087853839","https://openalex.org/W2107063431","https://openalex.org/W2109992782","https://openalex.org/W2111426473","https://openalex.org/W2114512857","https://openalex.org/W2117337507","https://openalex.org/W2131225292","https://openalex.org/W2135459958","https://openalex.org/W2143692830","https://openalex.org/W2568634367","https://openalex.org/W2600245203","https://openalex.org/W2896822949","https://openalex.org/W4205896312","https://openalex.org/W4232838332","https://openalex.org/W4299672258"],"related_works":["https://openalex.org/W1504381137","https://openalex.org/W4283656061","https://openalex.org/W2620413320","https://openalex.org/W3102611879","https://openalex.org/W4385757279","https://openalex.org/W2067129656","https://openalex.org/W2211012933","https://openalex.org/W1002241103","https://openalex.org/W2356873024","https://openalex.org/W2951286170"],"abstract_inverted_index":{"Efficient":[0],"and":[1,33,46,84,95,209,243],"effective":[2],"lifelong":[3],"learning":[4,18,100,117,122,132,159,206,250,280],"requires":[5],"that":[6,154,174,190,225,259],"learners":[7,24,42,96,210,275],"can":[8],"make":[9],"well":[10,233],"informed":[11],"choices":[12,39,231],"from":[13,60],"a":[14,62,74,137,144,161,175,191,197,226,237],"vast":[15],"amount":[16],"of":[17,31,99,116,158,170,216,229,248,279],"opportunities.":[19],"This":[20],"paper":[21,57],"suggests":[22],"helping":[23],"find":[25],"their":[26],"way":[27],"drawing":[28],"on":[29,81,89,136,240,252],"principles":[30],"self-organisation":[32],"indirect":[34,67],"social":[35,68],"navigation;":[36],"by":[37,41,214,268,273],"analysing":[38],"made":[40],"who":[43],"went":[44],"before":[45],"feeding":[47],"this":[48,201],"information":[49],"back":[50],"as":[51],"advice":[52],"to":[53,65,93,128,142,167,182,196,205,282,286],"present":[54],"learners.":[55],"The":[56],"describes":[58],"results":[59,257],"testing":[61],"tool,":[63],"developed":[64],"offer":[66],"navigation":[69],"through":[70],"collaborative":[71],"filtering,":[72],"in":[73,104,160,203,234],"controlled":[75],"experiment.":[76],"Positive":[77],"effects":[78,261,270],"were":[79,108],"found":[80],"effectiveness":[82,263],"(progress":[83],"completion":[85],"rates)":[86],"though":[87],"not":[88,109,179],"efficiency":[90,124,247],"(time":[91],"taken":[92],"complete":[94],"\u2019":[97,211,276],"perception":[98],"track":[101,123,133,207,251],"efficiency).":[102],"Learners":[103,151],"the":[105,129,156,171,217,246,249,253,290],"experimental":[106],"group":[107],"faster":[110],"at":[111],"completing":[112],"all":[113],"available":[114],"units":[115,157],"nor":[118],"did":[119],"they":[120],"evaluate":[121],"more":[125],"positively.":[126],"Responses":[127],"question":[130],"evaluating":[131],"efficiency,":[134,272],"measured":[135],"five":[138],"point":[139],"scale,":[140],"seemed":[141],"indicate":[143],"dichotomy":[145,202],"rather":[146],"than":[147],"an":[148],"ordinal":[149],"scale.":[150],"stated":[152],"either":[153],"studying":[155],"different":[162,176,192],"order":[163,177,193],"might":[164,264],"have":[165,180],"led":[166,181,195],"increased":[168],"understanding":[169],"content":[172],"or":[173],"would":[178],"greater":[183],"efficiency.":[184],"They":[185],"hardly":[186],"ever":[187],"felt":[188],"sure":[189],"would\u2019ve":[194],"better":[198],"understanding.":[199],"Analysing":[200],"relation":[204],"characteristics":[208,213],"background":[212],"means":[215],"decision":[218,284],"tree":[219],"induction":[220],"data":[221],"mining":[222],"technique,":[223],"revealed":[224],"small":[227],"subset":[228],"navigational":[230],"performed":[232],"discriminating":[235],"between":[236],"positive":[238,260,269],"evaluation":[239],"one":[241],"hand":[242],"doubts":[244],"regarding":[245],"other":[254],"hand.":[255],"These":[256],"suggest":[258],"for":[262,271],"be":[265,287],"fruitfully":[266],"extended":[267],"using":[274],"overall":[277],"evaluations":[278],"tracks":[281],"derive":[283],"rules":[285],"incorporated":[288],"into":[289],"advice.":[291]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
