{"id":"https://openalex.org/W2018291393","doi":"https://doi.org/10.1145/2567574.2567620","title":"Assessing elementary students' science competency with text analytics","display_name":"Assessing elementary students' science competency with text analytics","publication_year":2014,"publication_date":"2014-03-24","ids":{"openalex":"https://openalex.org/W2018291393","doi":"https://doi.org/10.1145/2567574.2567620","mag":"2018291393"},"language":"en","primary_location":{"id":"doi:10.1145/2567574.2567620","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},"type":"conference-paper","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/A5042728641","display_name":"Samuel Leeman-Munk","orcid":null},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel P. Leeman-Munk","raw_affiliation_strings":["North Carolina State University, Raleigh, North Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, North Carolina","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088202585","display_name":"Eric Wiebe","orcid":"https://orcid.org/0000-0002-5920-5225"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric N. Wiebe","raw_affiliation_strings":["North Carolina State University, Raleigh, North Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, North Carolina","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074470380","display_name":"James C. Lester","orcid":"https://orcid.org/0000-0003-1481-6601"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James C. Lester","raw_affiliation_strings":["North Carolina State University, Raleigh, North Carolina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Carolina State University, Raleigh, North Carolina","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137902535"],"apc_list":null,"apc_paid":null,"fwci":3.1571,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9210364,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T14025","display_name":"Educational Technology and Assessment","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10028","display_name":"Topic Modeling","score":0.9778000116348267,"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/formative-assessment","display_name":"Formative assessment","score":0.872450590133667},{"id":"https://openalex.org/keywords/summative-assessment","display_name":"Summative assessment","score":0.7940638661384583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7271353602409363},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.6536672711372375},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.48183193802833557},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.479739785194397},{"id":"https://openalex.org/keywords/text-messaging","display_name":"Text messaging","score":0.475990891456604},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4264093041419983},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.4037247896194458},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3307989835739136},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3260911703109741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3046746850013733},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22076332569122314},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19693699479103088}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.872450590133667},{"id":"https://openalex.org/C152747807","wikidata":"https://www.wikidata.org/wiki/Q1854913","display_name":"Summative assessment","level":3,"score":0.7940638661384583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7271353602409363},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.6536672711372375},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.48183193802833557},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.479739785194397},{"id":"https://openalex.org/C3018949938","wikidata":"https://www.wikidata.org/wiki/Q17166101","display_name":"Text messaging","level":2,"score":0.475990891456604},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4264093041419983},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4037247896194458},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3307989835739136},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3260911703109741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3046746850013733},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22076332569122314},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19693699479103088},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2567574.2567620","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2567574.2567620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8899999856948853}],"awards":[{"id":"https://openalex.org/G1941778562","display_name":null,"funder_award_id":"DRL1020229","funder_id":"https://openalex.org/F4320337409","funder_display_name":"Division of Research on Learning in Formal and Informal Settings"}],"funders":[{"id":"https://openalex.org/F4320337409","display_name":"Division of Research on Learning in Formal and Informal Settings","ror":"https://ror.org/05s7cqk18"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W242266841","https://openalex.org/W1518438273","https://openalex.org/W1572964175","https://openalex.org/W1575680169","https://openalex.org/W1952825087","https://openalex.org/W1996195497","https://openalex.org/W2037354591","https://openalex.org/W2071097428","https://openalex.org/W2106444380","https://openalex.org/W2113008765","https://openalex.org/W2113028118","https://openalex.org/W2120003999","https://openalex.org/W2121184332","https://openalex.org/W2134701320","https://openalex.org/W2139145202","https://openalex.org/W2142122858","https://openalex.org/W2146537613","https://openalex.org/W2146791782","https://openalex.org/W2200480317","https://openalex.org/W2799915114"],"related_works":["https://openalex.org/W2596540894","https://openalex.org/W4248485996","https://openalex.org/W1981820048","https://openalex.org/W2188168286","https://openalex.org/W2373351295","https://openalex.org/W4315786423","https://openalex.org/W4323913710","https://openalex.org/W2169821076","https://openalex.org/W2762230188","https://openalex.org/W2410921486"],"abstract_inverted_index":{"Real-time":[0],"formative":[1,27],"assessment":[2],"of":[3,10,24,42,139],"student":[4,140],"learning":[5],"has":[6],"become":[7],"the":[8,40,49,64],"subject":[9],"increasing":[11],"attention.":[12],"Students'":[13],"textual":[14,32],"responses":[15,34,71,117],"to":[16,66,95,124],"short":[17],"answer":[18],"questions":[19],"offer":[20],"a":[21,83,101,104,109],"rich":[22],"source":[23],"data":[25],"for":[26,88],"assessment.":[28],"However,":[29],"automatically":[30],"analyzing":[31,89],"constructed":[33,96],"poses":[35],"significant":[36],"computational":[37],"challenges,":[38],"and":[39,72],"difficulty":[41],"generating":[43],"accurate":[44],"assessments":[45,134],"is":[46,63],"exacerbated":[47],"by":[48,119],"disfluencies":[50],"that":[51,132],"occur":[52],"prominently":[53],"in":[54,93,122],"elementary":[55],"students'":[56,69,74],"writing.":[57],"With":[58],"robust":[59],"text":[60,70,85,91,105],"analytics,":[61],"there":[62],"potential":[65],"accurately":[67],"analyze":[68],"predict":[73],"future":[75],"success.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80],"present":[81],"WriteEval,":[82],"hybrid":[84],"analytics":[86],"method":[87],"student-composed":[90],"written":[92,118],"response":[94,97,123],"questions.":[98,127],"Based":[99],"on":[100,116],"model":[102],"integrating":[103],"similarity":[106],"technique":[107],"with":[108,136],"semantic":[110],"analysis":[111],"technique,":[112],"WriteEval":[113],"performs":[114],"well":[115],"fourth":[120],"graders":[121],"short-text":[125],"science":[126],"Further,":[128],"it":[129],"was":[130],"found":[131],"WriteEval's":[133],"correlate":[135],"summative":[137],"analyses":[138],"performance.":[141]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}