Context Awareness System on Ubiquitous Learning with Case Based Reasoning and Nearest Neighbor Algorithm

被引:0
|
作者
Selviandro, Nungki [1 ]
Sabariah, Mira Kania [1 ]
Saputra, Surya [1 ]
机构
[1] Telkom Univ, Sch Comp, Bandung, Indonesia
关键词
Context Awareness System; Ubiquitous Learning; Case Based Reasoning; Nearest Neighbor Algorithm;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Several learning technologies have been developed over the years in order to help distance learning process. However, those technologies are still not enough to give the proper interaction between their users and the technologies themselves. It is caused by the absence of the technologies ability to give context based on their users conditions. When human interacts with each other, they understand each other and use information that is situational or in the form of context that can enhance the quality of the interaction. This human capability is not present in computers to interact with human. Those learning technologies can be developed to give context that are self-adjusting to the users conditions based on ubiquitous computing accompanied by context awareness system. This kind of technology is called ubiquitous learning. Context awareness system acts as the system to control the context passing to the user. This paper will discuss the design and test plans of the context awareness system that is developed by using Case Based Reasoning and Nearest Neighbor algorithms to build or develop a system that is capable of giving appropriate context to learners in a learning technology.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Context awareness by case-based reasoning in a music recommendation system
    Lee, Jae Sik
    Lee, Jin Chun
    UBIQUITOUS COMPUTING SYSTEMS, PROCEEDINGS, 2007, 4836 : 45 - +
  • [2] Probability based metrics for Nearest Neighbor classification and Case-Based Reasoning
    Blanzieri, E
    Ricci, F
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 1999, 1650 : 14 - 28
  • [3] A model for case retrieval based on ANN and nearest neighbor algorithm
    Zhang, Zhi-Ying
    Wang, Jian-Wei
    Wei, Xiao-Peng
    Yu, Wen-Jing
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 142 - 147
  • [4] Personalized Literature Selection System Based on the Nearest Neighbor Algorithm
    Zarzycki, Hubert
    Skubisz, Oskar
    INTELLIGENT AND FUZZY SYSTEMS: DIGITAL ACCELERATION AND THE NEW NORMAL, INFUS 2022, VOL 1, 2022, 504 : 856 - 863
  • [5] Hammerstein System Identification With the Nearest Neighbor Algorithm
    Greblicki, Wlodzimierz
    Pawlak, Miroslaw
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2017, 63 (08) : 4746 - 4757
  • [6] A Brief Review of Nearest Neighbor Algorithm for Learning and Classification
    Taunk, Kashvi
    De, Sanjukta
    Verma, Srishti
    Swetapadma, Aleena
    PROCEEDINGS OF THE 2019 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICCS), 2019, : 1255 - 1260
  • [7] A WEIGHTED NEAREST NEIGHBOR ALGORITHM FOR LEARNING WITH SYMBOLIC FEATURES
    COST, S
    SALZBERG, S
    MACHINE LEARNING, 1993, 10 (01) : 57 - 78
  • [8] Design a Context Awareness System for Japanese Language Learning in Ubiquitous Computing Environment
    Yin, Chengjiu
    Tabata, Yoshiyuki
    Ogata, Hiroaki
    WISM: 2009 INTERNATIONAL CONFERENCE ON WEB INFORMATION SYSTEMS AND MINING, PROCEEDINGS, 2009, : 454 - +
  • [9] A nearest neighbor graph based watershed algorithm
    Shen, WC
    Chang, RF
    2005 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), VOLS 1-6, CONFERENCE PROCEEDINGS, 2005, : 6300 - 6303
  • [10] A clustering algorithm based on natural nearest neighbor
    Zhu, Qingsheng
    Huang, Jinlong
    Feng, Ji
    Zhou, Xianlin
    Journal of Computational Information Systems, 2014, 10 (13): : 5473 - 5480