Approach to Processing of Data from Social Networks for Detecting Public Opinion On Quality of Educational Services

被引：0
|
作者：
Khomonenko, A. D. [1 ]
Dashonok, V. L. [1 ]
Ivanova, K. A. [1 ]
Kassymova, D. T. [2 ]
机构：
[1] Emperor Alexander I St Petersburg State Transport, St Petersburg, Russia
[2] Kazakh Natl Res Tech Univ KI Satpayev, Alma Ata, Kazakhstan
来源：
PROCEEDINGS OF 2017 XX IEEE INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND MEASUREMENTS (SCM) | 2017年
关键词：
quality of educational services; latent-semantic analysis; machine-generated texts; quality;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
An approach is proposed to identify public opinion on the basis of large data extracted from social networks, including: latent-semantic analysis, identification of computer-generated texts, automatic classification of text fragments and identification of public opinion based on Mamdani's fuzzy inference algorithm. Examples are given of assessing the semantic proximity of documents, the classification of documents based on the method. The indicators for assessing public opinion on the evaluation of the quality of educational services are substantiated.
引用
下载
收藏
页码：737 / 739
页数：3
相关论文
共 50 条
  • [31] Information Visualization Analysis of Public Opinion Data on Social Media
    Chen, Feng
    Zhang, Shi
    INFORMATICA-AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS, 2021, 45 (01): : 157 - 162
  • [32] A Social Quantum Theory for the Analysis of Public Opinion Survey Data
    Ryozo Yoshino
    Behaviormetrika, 1998, 25 (2) : 111 - 132
  • [33] Detecting Shifts in Public Opinion: A Big Data Study of Global News Content
    Sudhahar, Saatviga
    Cristianini, Nello
    ADVANCES IN INTELLIGENT DATA ANALYSIS XVII, IDA 2018, 2018, 11191 : 316 - 327
  • [34] Educational data quality management: lessons learned from a public university in Indonesia
    Mamun, Syukron
    Hidayanto, Achmad Nizar
    Alwadain, Ayed Said
    Inan, Dedi Iskandar
    Paoprasert, Naraphorn
    INTERNATIONAL JOURNAL OF INNOVATION AND LEARNING, 2021, 30 (02) : 201 - 219
  • [35] From Personal Attitudes to Public Opinion Information Diffusion in Social Networks Toward Sustainable Transportation
    Chen, Ying
    Frei, Andreas
    Mahmassani, Hani S.
    TRANSPORTATION RESEARCH RECORD, 2014, (2430) : 28 - 37
  • [36] Tracing Public Opinion Propagation and Emotional Evolution Based on Public Emergencies in Social Networks
    Wei-dong, H.
    Qian, W.
    Jie, C.
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2018, 13 (01) : 129 - 142
  • [37] A Belief Approach for Detecting Spammed Links in Social Networks
    Ben Dhaou, Salma
    Kharoune, Mouloud
    Martin, Arnaud
    Ben Yaghlane, Boutheina
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE (ICAART), VOL 2, 2019, : 602 - 609
  • [38] An approach for detecting profile cloning in online social networks
    Khayyambashi, Mohammad Reza
    Rizi, Fatemeh Salehi
    2013 7TH INTERNATIONAL CONFERENCE ON E-COMMERCE IN DEVELOPING COUNTRIES: WITH FOCUS ON E-SECURITY (ECDC), 2013,
  • [39] A Hybrid Approach for Detecting Spammers in Online Social Networks
    Alghamdi, Bandar
    Xu, Yue
    Watson, Jason
    WEB INFORMATION SYSTEMS ENGINEERING, WISE 2018, PT I, 2018, 11233 : 189 - 198
  • [40] Detecting misinformation in social networks using provenance data
    Baeth, Mohamed Jehad
    Aktas, Mehmet S.
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 31 (03):
12345