{"id":"https://openalex.org/W4400210675","doi":"https://doi.org/10.1007/978-3-031-64299-9_13","title":"VizChat: Enhancing Learning Analytics Dashboards with\u00a0Contextualised Explanations Using Multimodal Generative AI Chatbots","display_name":"VizChat: Enhancing Learning Analytics Dashboards with\u00a0Contextualised Explanations Using Multimodal Generative AI Chatbots","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400210675","doi":"https://doi.org/10.1007/978-3-031-64299-9_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64299-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64299-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5041301106","display_name":"Lixiang Yan","orcid":"https://orcid.org/0000-0003-3818-045X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Lixiang Yan","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025145937","display_name":"Linxuan Zhao","orcid":"https://orcid.org/0000-0001-5564-0185"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Linxuan Zhao","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067966650","display_name":"Vanessa Echeverr\u00eda","orcid":"https://orcid.org/0000-0002-2022-9588"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Vanessa Echeverria","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079899006","display_name":"Yueqiao Jin","orcid":"https://orcid.org/0009-0003-7309-4984"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yueqiao Jin","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054207932","display_name":"Riordan Alfredo","orcid":"https://orcid.org/0000-0001-5440-6143"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Riordan Alfredo","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406123","display_name":"Xinyu Li","orcid":"https://orcid.org/0000-0003-2681-4451"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xinyu Li","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dragan Ga\u0161evi\u2019c","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052017575","display_name":"Roberto Mart\u00ednez\u2010Maldonado","orcid":"https://orcid.org/0000-0002-8375-1816"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Roberto Martinez-Maldonado","raw_affiliation_strings":["Monash University, Clayton, VIC, 3108, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University, Clayton, VIC, 3108, Australia","institution_ids":["https://openalex.org/I56590836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041301106"],"corresponding_institution_ids":["https://openalex.org/I56590836"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9973999857902527,"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":0.9973999857902527,"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/T10028","display_name":"Topic Modeling","score":0.9954000115394592,"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"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.9930999875068665,"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":0.7900688052177429},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.764564037322998},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7235043048858643},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5090136528015137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46046942472457886},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3679884076118469},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.32043036818504333},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10913905501365662}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7900688052177429},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.764564037322998},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7235043048858643},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5090136528015137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46046942472457886},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3679884076118469},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.32043036818504333},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10913905501365662}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64299-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64299-9_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2113723816","https://openalex.org/W2473298184","https://openalex.org/W2625238184","https://openalex.org/W2748490932","https://openalex.org/W2777699233","https://openalex.org/W2793785583","https://openalex.org/W2903932929","https://openalex.org/W2946580964","https://openalex.org/W2962039994","https://openalex.org/W3011946343","https://openalex.org/W3023517071","https://openalex.org/W3029417713","https://openalex.org/W3039543662","https://openalex.org/W3085184300","https://openalex.org/W3119407035","https://openalex.org/W3155807546","https://openalex.org/W3197712884","https://openalex.org/W4206773290","https://openalex.org/W4214926551","https://openalex.org/W4289518666","https://openalex.org/W4293091621","https://openalex.org/W4304192731","https://openalex.org/W4309674289","https://openalex.org/W4317898419","https://openalex.org/W4321441989","https://openalex.org/W4321442084","https://openalex.org/W4381145042","https://openalex.org/W4385632485","https://openalex.org/W4386836433","https://openalex.org/W4389325641","https://openalex.org/W4391876619","https://openalex.org/W4392019880","https://openalex.org/W4392445355","https://openalex.org/W4392445361","https://openalex.org/W6605035179"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W4390482427"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
