Shashi Kant Shankar

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Educational Data Mining

Quantitative Methods

Learning Analytics

Machine Learning Models

Top Venues

Rev. Iberoam. de Tecnol. del Aprendiz.

Publications

Pankaj Chejara, Luis Pablo Prieto, María Jesús Rodríguez-Triana, Reet Kasepalu, Adolfo Ruiz-Calleja, Shashi Kant Shankar
How to Build More Generalizable Models for Collaboration Quality? Lessons Learned from Exploring Multi-Context Audio-Log Datasets using Multimodal Learning Analytics. LAK (2023)
Shashi Kant Shankar, Adolfo Ruiz-Calleja, Luis Pablo Prieto, María Jesús Rodríguez-Triana, Pankaj Chejara, Sandesh Tripathi
CIMLA: A Modular and Modifiable Data Preparation, Organization, and Fusion Infrastructure to Partially Support the Development of Context-aware MMLA Solutions. J. Univers. Comput. Sci. 29 (3) (2023)
Pankaj Chejara, Reet Kasepalu, Luis Pablo Prieto, María Jesús Rodríguez-Triana, Adolfo Ruiz-Calleja, Shashi Kant Shankar
Multimodal Learning Analytics Research in the Wild: Challenges and Their Potential Solutions. CrossMMLA@LAK (2023)
Pankaj Chejara, Luis Pablo Prieto, Adolfo Ruiz-Calleja, María Jesús Rodríguez-Triana, Shashi Kant Shankar, Reet Kasepalu
EFAR-MMLA: An Evaluation Framework to Assess and Report Generalizability of Machine Learning Models in MMLA. Sensors 21 (8) (2021)
Shashi Kant Shankar, Adolfo Ruiz-Calleja, Luis Pablo Prieto, María Jesús Rodríguez-Triana
A Multimodal Learning Analytics Approach to Support Evidence-based Teaching and Learning Practices. ICALT (2020)
Alberto Huertas Celdrán, José A. Ruipérez Valiente, Félix J. García Clemente, María Jesús Rodríguez-Triana, Shashi Kant Shankar, Gregorio Martínez Pérez
A Scalable Architecture for the Dynamic Deployment of Multimodal Learning Analytics Applications in Smart Classrooms. Sensors 20 (10) (2020)
Shashi Kant Shankar, María Jesús Rodríguez-Triana, Adolfo Ruiz-Calleja, Luis Pablo Prieto, Pankaj Chejara, Alejandra Martínez-Monés
Multimodal Data Value Chain (M-DVC): A Conceptual Tool to Support the Development of Multimodal Learning Analytics Solutions. Rev. Iberoam. de Tecnol. del Aprendiz. 15 (2) (2020)
Pankaj Chejara, Reet Kasepalu, Shashi Kant Shankar, Luis Pablo Prieto, María Jesús Rodríguez-Triana, Adolfo Ruiz-Calleja
MMLA Approach to Track Participation Behavior in Collaboration in Collocated Blended Settings. CrossMMLA@LAK (2020)
Pankaj Chejara, Luis Pablo Prieto, Adolfo Ruiz-Calleja, María Jesús Rodríguez-Triana, Shashi Kant Shankar, Reet Kasepalu
Quantifying Collaboration Quality in Face-to-Face Classroom Settings Using MMLA. CollabTech (2020)
Pankaj Chejara, Luis Pablo Prieto, Adolfo Ruiz-Calleja, María Jesús Rodríguez-Triana, Shashi Kant Shankar
Exploring the Triangulation of Dimensionality Reduction When Interpreting Multimodal Learning Data from Authentic Settings. EC-TEL (2019)
Shashi Kant Shankar, Adolfo Ruiz-Calleja, Luis Pablo Prieto, María Jesús Rodríguez-Triana, Pankaj Chejara
An Architecture and Data Model to Process Multimodal Evidence of Learning. ICWL (2019)
Shashi Kant Shankar, Adolfo Ruiz-Calleja, Sergio Serrano-Iglesias, Alejandro Ortega-Arranz, Paraskevi Topali, Alejandra Martínez-Monés
A data value chain to support the processing of multimodal evidence in authentic learning scenarios. LASI-SPAIN (2019)
Shashi Kant Shankar, Luis Pablo Prieto, María Jesús Rodríguez-Triana, Adolfo Ruiz-Calleja
A Review of Multimodal Learning Analytics Architectures. ICALT (2018)
Anurag Singh Tomar, Shashi Kant Shankar, Manmohan Sharma, Aditya Bakshi
Enhanced Image Based Authentication with Secure Key Exchange Mechanism Using ECC in Cloud. SSCC (2016)