Micro Auto Blogging System by Using Granular Tree-Based Context Model

被引:0
|
作者
Kwon, Il-Kyoung [2 ]
Lee, Sang-Yong [1 ]
机构
[1] Kongju Natl Univ, Dept Comp Sci & Engn, Gongju, South Korea
[2] Kongju Natl Univ, Dept Comp Engn, Gongju, South Korea
关键词
granular tree; Naive Bayes Classification; context model; micro blog;
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
This paper suggests an automatic blogging system based on context cognition technology considering the context of a user's location and time. This system is modeled by preprocessing and combining user context and using granular tree. This modeled context infers user's behavior by using Naive Bayes Classification and user's destination by using sequence matching technique. Sentences that fit situations are generated and automatically blogged using 4W structure. The evaluation of bloeging sentences shows 85.7% accuracy on average and verifies that the context modeling technique that suggests automatic blogging is effective.
引用
收藏
页码:298 / +
页数:2
相关论文
共 50 条
  • [1] A Tree-Based Context Model for Object Recognition
    Choi, Myung Jin
    Torralba, Antonio
    Willsky, Alan S.
    IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2012, 34 (02) : 240 - 252
  • [2] Incremental information extraction using tree-based context representations
    Siefkes, C
    COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, 2005, 3406 : 510 - 521
  • [3] Estimation of sediment discharge using a tree-based model
    Jang, Eun-Kyung
    Ji, Un
    Yeo, Woonkwang
    HYDROLOGICAL SCIENCES JOURNAL, 2023, 68 (11) : 1513 - 1528
  • [4] Hydrochemical analysis of groundwater using a tree-based model
    Litaor, M. Iggy
    Brielmann, H.
    Reichmann, O.
    Shenker, M.
    JOURNAL OF HYDROLOGY, 2010, 387 (3-4) : 273 - 282
  • [5] Context Tree-Based Image Contour Coding Using a Geometric Prior
    Zheng, Amin
    Cheung, Gene
    Florencio, Dinei
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 26 (02) : 574 - 589
  • [6] A tree-based classification model for analysis of a military software system
    Khoshgoftaar, TM
    Allen, EB
    Bullard, LA
    Halstead, R
    Trio, GP
    IEEE HIGH-ASSURANCE SYSTEMS ENGINEERING WORKSHOP, PROCEEDINGS, 1997, : 244 - 251
  • [7] Tree-based Context Clustering Using Speech Recognition Features for Acoustic Model Training of Speech Synthesis
    Chanjaradwichai, Supadaech
    Suchato, Atiwong
    Punyabukkana, Proadpran
    2015 12TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2015,
  • [8] Heart Disease Prediction Model Using Tree-based Methods
    Li, Yanran
    Liu, Yitong
    Luo, Jin
    Sun, Xiao
    2ND INTERNATIONAL CONFERENCE ON APPLIED MATHEMATICS, MODELLING, AND INTELLIGENT COMPUTING (CAMMIC 2022), 2022, 12259
  • [9] A tree-based varying coefficient model
    Zakrisson, Henning
    Lindholm, Mathias
    COMPUTATIONAL STATISTICS, 2025,
  • [10] Tree-Based Vehicle Classification System
    Saripan, Kiatkachorn
    Nuthong, Chaiwat
    2017 14TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2017, : 439 - 442