Data mining clustering techniques in academia

被引:0
|
作者
Bresfelean, Vasile Paul [1 ]
Bresfelean, Mihaela [1 ]
Ghisoiu, Nicolae [1 ]
Comes, Calin-Adrian
机构
[1] Univ Babes Bolyai, Fac Econ & Business Adm, Cluj Napoca 400591, Romania
关键词
cluster; data clustering; K-means algorithm; students; analysis; percentage relation;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the present paper the authors exemplify the connections among the undergraduate studies, continuing education and professional enhancement on the foundations required by Romania's integration in EU's structures. The study was directed to the senior undergraduate students and master degree students from the Faculty of Economics and Business Administration, Babes-Bolyai University of Cluj-Napoca, using questionnaires in a collaborative approach, and processing the collected data by data mining clustering techniques, graphical and percentage representations, through Weka's implemented algorithms.
引用
收藏
页码:407 / 410
页数:4
相关论文
共 50 条
  • [1] Clustering Techniques in Data Mining: A Comparison
    Garima
    Gulati, Hina
    Singh, P. K.
    2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 410 - 415
  • [2] Clustering techniques in data mining - A survey
    Pujari, AK
    Rajesh, K
    Reddy, DS
    IETE JOURNAL OF RESEARCH, 2001, 47 (1-2) : 19 - 28
  • [3] Suggested Techniques for Clustering and Mining of Data Streams
    Anuradha, G.
    Roy, Bidisha
    2014 INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEMS, COMMUNICATION AND INFORMATION TECHNOLOGY APPLICATIONS (CSCITA), 2014, : 265 - 270
  • [4] Mining multidimensional data using clustering techniques
    Pagani, Marco
    Bordogna, Gloria
    Valle, Massimiliano
    DEXA 2007: 18TH INTERNATIONAL CONFERENCE ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2007, : 382 - +
  • [5] Applications of Clustering Techniques in Data Mining: A Comparative Study
    Faizan, Muhammad
    Zuhairi, Megat F.
    Ismail, Shahrinaz
    Sultan, Sara
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (12) : 146 - 153
  • [6] Mining images using clustering and data compressing techniques
    Department of Information and Communication Technology, Fakir Mohan University, Vyasa Vihar, Balasore, Orissa 756 019, India
    不详
    不详
    Int. J. Inf. Commun. Technol., 2008, 2 (131-147): : 131 - 147
  • [7] A Survey of Distance Metrics in Clustering Data Mining Techniques
    Mercioni, Marina Adriana
    Holban, Stefan
    ICGSP '19 - PROCEEDINGS OF THE 2019 3RD INTERNATIONAL CONFERENCE ON GRAPHICS AND SIGNAL PROCESSING, 2019, : 44 - 47
  • [8] Data Mining Techniques for Producing Clustering in Big Data with MapReduce Function
    Presskila, X. Arogya
    Robinson, Y. Harold
    Studies in Big Data, 2021, 93 : 195 - 203
  • [9] USING VISUAL DATA MINING TECHNIQUES IN CLUSTERING ANALYSIS AND AN APPLICATION
    Vatansever, Metin
    Buyuklu, Ali Hakan
    SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, 2009, 27 (02): : 83 - 104
  • [10] Data Mining for Predicting Customer Satisfaction Using Clustering Techniques
    Purwandari, Kartika
    Sigalingging, Join W. C.
    Fhadli, Muhammad
    Arizky, Shinta Nur
    Pardamean, Bens
    PROCEEDINGS OF 2020 INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT AND TECHNOLOGY (ICIMTECH), 2020, : 223 - 227