{"id":"https://openalex.org/W62226996","doi":null,"title":"Using Leximancer to Identify Themes and Patterns in the Talk of Three High-Distinction Students","display_name":"Using Leximancer to Identify Themes and Patterns in the Talk of Three High-Distinction Students","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W62226996","mag":"62226996"},"language":"en","primary_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/2000","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/2000","pdf_url":"http://hdl.handle.net/10072/2000","source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Conference output"},"volume":null,"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/2000","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059003898","display_name":"Peter M. Grimbeek","orcid":"https://orcid.org/0000-0002-0437-8233","observed_orcids":["https://orcid.org/0000-0002-0437-8233"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter Grimbeek","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0437-8233","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042746449","display_name":"Brendan John Bartlett","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brendan John Bartlett","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5068941885","display_name":"Kit-Ken Loke","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kit-Ken Loke","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":0.0,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"122","last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.8115000128746033,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T13910","display_name":"Computational and Text Analysis Methods","score":0.8115000128746033,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/T12880","display_name":"Qualitative Research Methods and Applications","score":0.06430000066757202,"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/T10561","display_name":"Educational Research and Methods","score":0.04439999908208847,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leximancer","display_name":"Leximancer","score":0.9409999847412109},{"id":"https://openalex.org/keywords/text-analysis","display_name":"text analysis","score":0.5009999871253967},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.3919999897480011},{"id":"https://openalex.org/keywords/student-interviews","display_name":"student interviews","score":0.43799999356269836},{"id":"https://openalex.org/keywords/word-co-occurrence","display_name":"word co-occurrence","score":0.5230000019073486},{"id":"https://openalex.org/keywords/student-motivation","display_name":"student motivation","score":0.3659999966621399},{"id":"https://openalex.org/keywords/assessment-requirements","display_name":"assessment requirements","score":0.625}],"concepts":[{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.732534646987915},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6919664740562439},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6525022387504578},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6393682360649109},{"id":"https://openalex.org/C63882131","wikidata":"https://www.wikidata.org/wiki/Q17122954","display_name":"Strengths and weaknesses","level":2,"score":0.5569199323654175},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5242667198181152},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5155944228172302},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.41864120960235596},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38703152537345886},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.35222747921943665},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33002108335494995},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.32553499937057495},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.27350977063179016},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12054646015167236},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09413859248161316},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0849967896938324},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:research-repository.griffith.edu.au:10072/2000","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/2000","pdf_url":"http://hdl.handle.net/10072/2000","source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Conference output"},{"id":"mag:62226996","doi":null,"is_oa":false,"landing_page_url":"http://research-repository.griffith.edu.au/handle/10072/2000","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:research-repository.griffith.edu.au:10072/2000","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/2000","pdf_url":"http://hdl.handle.net/10072/2000","source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"Conference output"},"sustainable_development_goals":[{"score":0.9235000014305115,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W62226996.pdf","grobid_xml":"https://content.openalex.org/works/W62226996.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W1904740492","https://openalex.org/W2134639294"],"related_works":["https://openalex.org/W1904740492","https://openalex.org/W2122902751","https://openalex.org/W1993912188","https://openalex.org/W2742311686","https://openalex.org/W7008005649","https://openalex.org/W294444618","https://openalex.org/W7054795618","https://openalex.org/W2031157154","https://openalex.org/W2073072958","https://openalex.org/W2958358002"],"abstract_inverted_index":{"Three":[0],"graduate":[1],"students":[2,56,64,76,88,145],"were":[3,57],"asked":[4,58],"a":[5,115],"series":[6],"of":[7,27,36,86,107,131,137,140,142,154],"questions":[8,41],"about":[9],"what":[10],"they":[11],"did":[12],"to":[13,77],"get":[14],"either":[15],"distinctions":[16],"or":[17,69],"high":[18,67],"distinctions.":[19],"The":[20,81,119],"interviewer":[21],"focused":[22],"on":[23,128],"the":[24,34,37,48,103,108,112,122,129,138,150],"student's":[25],"understanding":[26],"assessment":[28],"requirements,":[29],"motivation,":[30],"interest":[31],"levels,":[32],"and":[33,51,110,126,133,152],"relevance":[35],"set":[38],"task.":[39],"Other":[40],"queried":[42],"prior":[43],"knowledge,":[44,47],"course":[45],"learnt":[46],"lecturer's":[49],"input,":[50],"peer":[52],"input.":[53],"Finally,":[54],"these":[55,79,87,143],"for":[59,93],"advice":[60],"that":[61,70,101,148],"might":[62,71],"assist":[63,72],"in":[65,74,114,121,146],"getting":[66],"distinctions,":[68],"lecturers":[73],"helping":[75],"achieve":[78],"outcomes.":[80],"transcribed":[82],"interview":[83],"with":[84],"one":[85,141],"was":[89],"entered":[90],"into":[91],"Leximancer":[92,96,135],"text":[94,155],"analysis.":[95,156],"provides":[97],"an":[98],"automated":[99],"procedure":[100],"computes":[102],"distance":[104],"between":[105],"each":[106],"terms":[109],"presents":[111],"results":[113],"two-dimensional":[116],"spatial":[117],"representation.":[118],"authors":[120],"current":[123],"study":[124],"report":[125],"comment":[127],"outcome":[130],"separate":[132],"merged":[134],"analyses":[136],"talk":[139],"three":[144],"ways":[147],"illustrate":[149],"strengths":[151],"weaknesses":[153]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2016-06-24T00:00:00"}