BLOGGER Data Set
Download: Data Folder, Data Set Description
Abstract: In this paper, we look for to recognize the causes of users tend
to cyber space in Kohkiloye and Boyer Ahmad Province in
Iran
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Data Set Characteristics: |
Multivariate |
Number of Instances: |
100 |
Area: |
Computer |
Attribute Characteristics: |
N/A |
Number of Attributes: |
6 |
Date Donated |
2013-07-06 |
Associated Tasks: |
Classification |
Missing Values? |
N/A |
Number of Web Hits: |
106947 |
Source:
http://www.ijcaonline.org/archives/volume47/number18/7291-0509
Data Set Information:
In this paper, we look for to recognize the causes of users tend
to cyber space in Kohkiloye and Boyer Ahmad Province in
Iran. Collecting information to form database is done by
questionnaire. This questionnaire is provided as oral, written
and also programming of a website which includes an internet
questionnaire and the users can answer the questions as they
wish. They entered their used websites, blogs and social
networks during the day.
After collecting questionnaires, the wed addresses are
gathered to get expected results. And finally, their trustfulness
is checked by analyzing their used web pages. As the results
were same, for getting better and noiseless response, they will
put in database
Attribute Information:
We considered the following parameters as questions: age,
education, political attitudes, blog topic, and the type of the
identity in internet, the influence of managers’ inefficiency on
tendency, the effect of inefficient media on tendency, the
effects of social and political conditions on tendency and
finally the effect of poverty in the province on tendency. The
noisy or too detailed data in database makes us far from to get
proper and suitable answers of algorithms [8]. We preprocessed
the data and eliminated some non-relevant data.
Finally the followings are considered as the main fields which
include: education, political caprice, topics, local media
turnover (LMT) and local, political and social space (LPSS).
The collected data are shown in Table 1.
In order to get correct answer, we classify bloggers to two
groups: professional bloggers and seasonal (temporary)
bloggers. Professional bloggers are those who adopt blog as
an effective digital media and interested in digital writing in
continuous time intervals. Seasonal (temporary) bloggers
aren’t professional and follow blogging in discrete time
periods. In this study, we review the tendency factors
considering whether these people are among professional
bloggers (Pro Bloggers, PB) and then, consider the other
factors according to it.
Relevant Papers:
F.S GHAREHCHOPOGH, S.R.KHAZE, 'Data Mining Application for Cyber Space Tendency in Blog Writing: A Case Studyâ€, International Journal of Computer Applications (IJCA), Vol: 47, No: 18, pp: 40-46, June 2012.
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