Training and assessing numerical abilities across the lifespan with intelligent systems: The example of Baldo

被引:3
作者
Ponticorvo, Michela [1 ]
Schembri, Massimiliano [2 ]
Miglino, Orazio [1 ]
机构
[1] Univ Naples Federico II, Dept Humanist Studies, Via Porta Massa 1, I-80133 Naples, Italy
[2] CNR, Inst Cognit Sci & Technol, Rome, Italy
关键词
assessment; game-based learning; numerical cognition; training; APPROXIMATE NUMBER SYSTEM; INDIVIDUAL-DIFFERENCES; MATH PERFORMANCE; WORKING-MEMORY; CHILDREN; MATHEMATICS; ACHIEVEMENT; ACUITY; SKILLS; EDUCATION;
D O I
10.1111/exsy.12817
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Baldo is an intelligent system that can be used to assess and train numerical abilities across the lifespan, especially for children and elderly. Baldo includes digital and tangible materials to propose activities, built on the game-based learning approach, strongly grounded on well-known and experimentally supported theories about numerical and mathematical cognition. Moreover, Baldo has a special module devoted to motivational and affective dimensions related to mathematic cognition and a tutoring system to select specific activities that are adequate to the actual and potential level of the people involved in the training pathway.
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页数:11
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共 75 条
  • [1] The effect of gamification on motivation and engagement
    Alsawaier, Raed S.
    [J]. INTERNATIONAL JOURNAL OF INFORMATION AND LEARNING TECHNOLOGY, 2018, 35 (01) : 56 - 79
  • [2] [Anonymous], REDUCTION
  • [3] The Relationship between Cognitive Reserve and Math Abilities
    Arcara, Giorgio
    Mondini, Sara
    Bisso, Alice
    Palmer, Katie
    Meneghello, Francesca
    Semenza, Carlo
    [J]. FRONTIERS IN AGING NEUROSCIENCE, 2017, 9
  • [4] Ashcraft M., 2005, Handbook of mathematical Cognition, P315
  • [5] Working memory, math performance, and math anxiety
    Ashcraft, Mark H.
    Krause, Jeremy A.
    [J]. PSYCHONOMIC BULLETIN & REVIEW, 2007, 14 (02) : 243 - 248
  • [6] The relationships among working memory, math anxiety, and performance
    Ashcraft, MH
    Kirk, EP
    [J]. JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 2001, 130 (02) : 224 - 237
  • [7] Effectiveness of digital-based interventions for children with mathematical learning difficulties: A meta-analysis
    Benavides-Varela, Silvia
    Callegher, Claudio Zandonella
    Fagiolini, Barbara
    Leo, Irene
    Altoe, Gianmarco
    Lucangeli, Daniela
    [J]. COMPUTERS & EDUCATION, 2020, 157
  • [8] Math at home adds up to achievement in school
    Berkowitz, Talia
    Schaeffer, Marjorie W.
    Maloney, Erin A.
    Peterson, Lori
    Gregor, Courtney
    Levine, Susan C.
    Beilock, Sian L.
    [J]. SCIENCE, 2015, 350 (6257) : 196 - 198
  • [9] Butterworth B., 1999, MATH BRAIN
  • [10] Computer-based training for improving mental calculation in third and fifth-graders
    Caviola, Sara
    Gerotto, Giulia
    Mammarella, Irene C.
    [J]. ACTA PSYCHOLOGICA, 2016, 171 : 118 - 127