Chatbot to improve learning punctuation in Spanish and to enhance open and flexible learning environments

被引:0
作者
Esteban Vázquez-Cano
Santiago Mengual-Andrés
Eloy López-Meneses
机构
[1] Universidad Nacional de Educación a Distancia (UNED),Department of Didactics and School Organization, Faculty of Education
[2] University of Valencia,Department of Comparative Education and History of Education, School of Philosophy and Education
[3] University Pablo de Olavide,Department of Education and Social Psychology, Faculty of Social Sciences
[4] Dir. Ext. y Relaciones Internacionales,undefined
[5] IICSE,undefined
[6] University of Atacama,undefined
来源
International Journal of Educational Technology in Higher Education | / 18卷
关键词
Chatbot; Education; Artificial intelligence; Mobile learning; Communication; Virtual learning environments;
D O I
暂无
中图分类号
学科分类号
摘要
The objective of this article is to analyze the didactic functionality of a chatbot to improve the results of the students of the National University of Distance Education (UNED / Spain) in accessing the university in the subject of Spanish Language. For this, a quasi-experimental experiment was designed, and a quantitative methodology was used through pretest and posttest in a control and experimental group in which the effectiveness of two teaching models was compared, one more traditional based on exercises written on paper and another based on interaction with a chatbot. Subsequently, the perception of the experimental group in an academic forum about the educational use of the chatbot was analyzed through text mining with tests of Latent Dirichlet Allocation (LDA), pairwise distance matrix and bigrams. The quantitative results showed that the students in the experimental group substantially improved the results compared to the students with a more traditional methodology (experimental group / mean: 32.1346 / control group / mean: 28.4706). Punctuation correctness has been improved mainly in the usage of comma, colon and periods in different syntactic patterns. Furthermore, the perception of the students in the experimental group showed that they positively value chatbots in their teaching–learning process in three dimensions: greater “support” and companionship in the learning process, as they perceive greater interactivity due to their conversational nature; greater “feedback” and interaction compared to the more traditional methodology and, lastly, they especially value the ease of use and the possibility of interacting and learning anywhere and anytime.
引用
收藏
相关论文
共 181 条
  • [1] Ali SS(2020)Punctuation errors in writing: A comparative study of students’ performance from different Pakistani universities Sir Syed Journal of Education & Social Research 3 165-177
  • [2] Amin T(2018)Living up to the chatbot hype: The influence of anthropomorphic design cues and communicative agency framing on conversational agent and company perceptions Computers in Human Behavior 85 183-189
  • [3] Ishtiaq M(2009)Affective interaction: How emotional agents affect users International Journal of Human-Computer Studies 67 775-776
  • [4] Araujo T(2018)A tool for introducing computer science with automatic formative assessment IEEE Transactions on Learning Technologies 11 179-192
  • [5] Beale R(2010)Agenti intelligenti supporto dell’interazione con l’utente all’interno di processi di apprendimento Journal of e-Learning and Knowledge Society 2 27-36
  • [6] Creed C(2013)Chatbot technology: A possible means of unlocking student potential to learn how to learn Educational Research 4 218-221
  • [7] Benotti L(2003)Latent Dirichlet allocation Journal of Machine Learning Research 3 993-1022
  • [8] Martinez MC(2014)Multimodal distributional semantics Journal of Artificial Intelligence Research 49 1-47
  • [9] Schapachnik F(2006)Evaluating WordNet-based measures of semantic distance Computational Linguistics 32 13-47
  • [10] Bentivoglio CA(2012)Extracting semantic representations from word cooccurrence statistics: Stop-lists, stemming and svd Behavior Research Methods 44 890-907