The Modern Greek Language on the Social Web: A Survey of Data Sets and Mining Applications

被引:6
|
作者
Nikiforos, Maria Nefeli [1 ]
Voutos, Yorghos [1 ]
Drougani, Anthi [1 ]
Mylonas, Phivos [1 ]
Kermanidis, Katia Lida [1 ]
机构
[1] Ionian Univ, Dept Informat, Corfu 49132, Greece
关键词
social web language; modern greek; natural language processing; data mining; machine learning; text analysis; SENTIMENT ANALYSIS;
D O I
10.3390/data6050052
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mining social web text has been at the heart of the Natural Language Processing and Data Mining research community in the last 15 years. Though most of the reported work is on widely spoken languages, such as English, the significance of approaches that deal with less commonly spoken languages, such as Greek, is evident for reasons of preserving and documenting minority languages, cultural and ethnic diversity, and identifying intercultural similarities and differences. The present work aims at identifying, documenting and comparing social text data sets, as well as mining techniques and applications on social web text that target Modern Greek, focusing on the arising challenges and the potential for future research in the specific less widely spoken language.
引用
收藏
页数:29
相关论文
共 50 条
  • [41] Survey of Clinical Data Mining Applications on Big Data in Health Informatics
    Herland, Matthew
    Khoshgoftaar, Taghi M.
    Wald, Randall
    [J]. 2013 12TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2013), VOL 2, 2013, : 465 - 472
  • [42] Natural language interaction with the web of data by mining its textual side
    Cabrio, Elena
    Cojan, Julien
    Aprosio, Alessio Palmero
    Gandon, Fabien
    [J]. INTELLIGENZA ARTIFICIALE, 2012, 6 (02) : 121 - 133
  • [43] Web survey data on the use of the English language in the Japanese workplace
    Terasawa, Takunori
    [J]. WORLD ENGLISHES, 2023, 42 (04) : 715 - 731
  • [44] A survey of Big Data in social media using data mining techniques
    Gole, Sheela
    Tidke, Bharat
    [J]. ICACCS 2015 PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS, 2015,
  • [45] Social Big Data Mining : A Survey Focused on Opinion Mining and Sentiments Analysis
    Guellil, Imene
    Boukhalfa, Kamel
    [J]. 2015 12TH IEEE INTERNATIONAL CONFERENCE ON PROGRAMMING AND SYSTEMS (ISPS), 2015, : 132 - 141
  • [46] Centroid sets with largest weight in Munn semirings for data mining applications
    J. Abawajy
    A. V. Kelarev
    J. Zeleznikow
    [J]. Semigroup Forum, 2013, 87 : 617 - 626
  • [47] Centroid sets with largest weight in Munn semirings for data mining applications
    Abawajy, J.
    Kelarev, A. V.
    Zeleznikow, J.
    [J]. SEMIGROUP FORUM, 2013, 87 (03) : 617 - 626
  • [48] Applications of data mining approach based on rough sets and decision tree
    Wu, Cheng-Dong
    Xu, Ke
    Zhang, Hai-Bo
    Liu, Jian-Shun
    Li, Yang
    [J]. Shenyang Jianzhu Daxue Xuebao (Ziran Kexue Ban)/Journal of Shenyang Jianzhu University (Natural Science), 2005, 21 (04): : 386 - 389
  • [49] An Inclusive Survey on Data Preprocessing Methods Used in Web Usage Mining
    Bakariya, Brijesh
    Mohbey, Krishna K.
    Thakur, G. S.
    [J]. PROCEEDINGS OF SEVENTH INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS (BIC-TA 2012), VOL 2, 2013, 202 : 407 - 416
  • [50] A survey report on current research and development of data processing in web usage data mining
    Agrawal, Nandita
    Jawdekar, Anand
    [J]. International Journal of Database Theory and Application, 2016, 9 (05): : 101 - 110