Utilizing Mobile-based Deep Learning Model for Managing Video in Knowledge Management System

Utilizing Mobile-based Deep Learning Model for Managing Video in Knowledge Management System

deep learning

knowledge management

video classification

Knowledge Management (KM) system is a core feature in facilitating intellectual growth in organization. However, there are numerous difficulties in maintaining a reliable KM system. One of the challenges is to manage knowledge materials in video format. A video file contains complex data that lead to the difficulties in managing them. Without an intelligent system, managing videos for KM requires a laborious effort. In this paper, an intelligent framework for KM system, embedded with deep learning model, is proposed. The use of the deep learning model alleviates the heavy burden of video materials management in KM system. To enhance the agility of the system, mobile-based deep learning model is utilized in the framework.

Prabowo, Harjanto

Cenggoro, Tjeng Wawan

Budiarto, Arif

Perbangsa, Anzaludin Samsinga

Muljo, Hery Harjono

Pardamean, Bens

International Journal of Interactive Mobile Technologies (iJIM); Vol. 12 No. 6 (2018); pp. 62-73

1865-7923

International Association of Online Engineering (IAOE), Vienna, Austria

2018-10-29

Copyright (c) 2018 Harjanto Prabowo, Tjeng Wawan Cenggoro, Arif Budiarto, Anzaludin Samsinga Perbangsa, Hery Harjono Muljo, Bens Pardamean

application/pdf

eng

info:eu-repo/semantics/article

info:eu-repo/semantics/publishedVersion

Peer-reviewed Article