TY - JOUR
KW - Artificial Intelligence
KW - Backward Chaining
KW - CLIPS
KW - Expert System
KW - Rule-based System
KW - Virtual Assistant
AU - Shikha Jain
AU - Pooja Lodhi
AU - Omji Mishra
AU - Vasvi Bajaj
AB - With advanced innovation in digital technology, demand for virtual assistants is arising which can assist a person and at the same time, minimize the need for interaction with the human. Acknowledging the requirement, we propose an interactive and intelligent student assistant, StuA, which can help new-comer in a college who are hesitant in interacting with the seniors as they fear of being ragged. StuA is capable of answering all types of queries of a new-comer related to academics, examinations, library, hostel and extra curriculum activities. The model is designed using CLIPS which allows inferring using forward chaining. Nevertheless, a generalized algorithm for backward chaining for CLIPS is also implemented. Validation of the proposed model is presented in five steps which show that the model is complete and consistent with 99.16% accuracy of the knowledge model. Moreover, the backward chaining algorithm is found to be 100% accurate.
IS - Special Issue on Big Data and Open Education
M1 - 2
N2 - With advanced innovation in digital technology, demand for virtual assistants is arising which can assist a person and at the same time, minimize the need for interaction with the human. Acknowledging the requirement, we propose an interactive and intelligent student assistant, StuA, which can help new-comer in a college who are hesitant in interacting with the seniors as they fear of being ragged. StuA is capable of answering all types of queries of a new-comer related to academics, examinations, library, hostel and extra curriculum activities. The model is designed using CLIPS which allows inferring using forward chaining. Nevertheless, a generalized algorithm for backward chaining for CLIPS is also implemented. Validation of the proposed model is presented in five steps which show that the model is complete and consistent with 99.16% accuracy of the knowledge model. Moreover, the backward chaining algorithm is found to be 100% accurate.
PY - 2018
SP - 17
EP - 25
T2 - International Journal of Interactive Multimedia and Artificial Intelligence
TI - StuA: An Intelligent Student Assistant
UR - http://www.ijimai.org/journal/sites/default/files/files/2018/02/ijimai_5_2_2_pdf_57769.pdf
VL - 5
SN - 1989-1660
ER -