{"id":"https://openalex.org/W2554511640","doi":"https://doi.org/10.5220/0004957403010308","title":"Using Technology to Accelerate the Construction of Concept Inventories - Latent Semantic Analysis and the Biology Concept Inventory","display_name":"Using Technology to Accelerate the Construction of Concept Inventories - Latent Semantic Analysis and the Biology Concept Inventory","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2554511640","doi":"https://doi.org/10.5220/0004957403010308","mag":"2554511640"},"language":"en","primary_location":{"id":"doi:10.5220/0004957403010308","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004957403010308","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0004957403010308","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040873519","display_name":"Kathy Garvin-Doxas","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kathy Garvin-Doxas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055780182","display_name":"Michael W. Klymkowsky","orcid":"https://orcid.org/0000-0001-5816-9771"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Klymkowsky","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027968878","display_name":"I. Doxas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Isidoros Doxas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5110911022","display_name":"Walter Kintsch","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Walter Kintsch","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040873519"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44091628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"301","last_page":"308"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.960099995136261,"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/T12884","display_name":"Educational Assessment and Pedagogy","score":0.960099995136261,"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/T10072","display_name":"Science Education and Pedagogy","score":0.9546999931335449,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9272000193595886,"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/computer-science","display_name":"Computer science","score":0.5627583265304565},{"id":"https://openalex.org/keywords/latent-semantic-analysis","display_name":"Latent semantic analysis","score":0.4747118055820465},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4102935791015625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34715789556503296},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3308674097061157}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5627583265304565},{"id":"https://openalex.org/C170133592","wikidata":"https://www.wikidata.org/wiki/Q1806883","display_name":"Latent semantic analysis","level":2,"score":0.4747118055820465},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4102935791015625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34715789556503296},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3308674097061157}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0004957403010308","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004957403010308","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Computer Supported Education","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0004957403010308","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004957403010308","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W3192589309","https://openalex.org/W4297311549","https://openalex.org/W3094050601"],"abstract_inverted_index":{"Concept":[0,57,64],"Inventories":[1,58],"are":[2,30],"multiple":[3],"choice":[4],"instruments":[5],"that":[6],"map":[7],"students\u00e2\u0080\u0099":[8],"conceptual":[9],"understanding":[10],"in":[11,25,42,59,66],"a":[12],"given":[13],"subject":[14],"area.":[15],"They":[16],"underpin":[17],"some":[18],"of":[19,56],"the":[20,54,62],"most":[21],"effective":[22],"teaching":[23],"methods":[24],"science":[26],"education,":[27],"but":[28],"they":[29],"labour":[31],"intensive":[32],"and":[33,61],"expensive":[34],"to":[35,52],"construct,":[36],"which":[37],"limits":[38],"their":[39],"wide":[40],"use":[41,48],"instruction.":[43],"We":[44],"describe":[45],"how":[46],"we":[47],"Latent":[49],"Semantic":[50],"Analysis":[51],"accelerate":[53],"construction":[55],"general,":[60],"Biology":[63],"Inventory":[65],"particular.":[67]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-11-30T00:00:00"}