2014年10月17日星期五

The problems which Social Network Analysis can solve

In the course of last week, Rosanna introduce the concept about Social Network Analysis (SNA) to us. In my opinion, the Social Network is an essential component in social media, which can be shown as a graph as below. The graph illustrate the links among people in groups.

  Social Network
 
The term 'relationship' is the bidirectional property while the mainstream social science concentrates on the single attributes, such as income, age and gender. There are several bidirectional attributes in the social activities, including bloodshed, social roles, emotional relations, cognition relations, action relations, flow relations, distance relations, similarity relations and co-occur relations. With these night bidirectional attributes, SNA can build a relation network and analyze the relationship on a pair of actors.
 
The SNA mainly consists of two sections—the visualization analysis and measurement on the relations of society, economics and emotion. If you want to use visualization analysis, you can choose the software as NetDraw, Pajek and Yed while you may use the Ucinet, NetMiner or Negopy to solve the measurement problems in SNA.
 
However, to be honest, which problem can be tackled by the SNA? In my opinion, it may help to solve the problems as follow:

1.       Interpersonal communication problems.

2.       Small world phenomenon.

3.       Association analysis in data mining.

4.       The meaning of the text output.

5.       Intelligence analysis on your competitor.

6.       The meanings of symbols.

7.       Analysis on correlation matrix or difference matrix.

8.       Knowledge management and knowledge transfer.

*Reference:
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

 
 


8 条评论:

  1. You have mentioned the problems that can be solved by social media analysis, while my last blog is more specific which is about more directions that can be improved about recommendation. We can talk about it next time. Thank you!

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  2. Your blog is very useful to me, because we just learn social media analysis and we do not know what it can do, now I know and I think I will be more interested in social media analysis.

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  3. A good summary and I am looking forward to reading your future blogs.

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  4. Agree for the problems which may be solved by SNA.
    Actually, for small world phenomenon, Facebook has already did some analysis related to it. The result shows that the six-degree separation has been reduced to four-degree separation after a few years! It is really impressive for the power of social network.

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  5. The problems you listed that can be solved by SNA is very concrete, and I think some of them may be used in this term's project. Thank you for your sharing.

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  6. Thanks for your sharing. This blog can let me know a wider picture for solving social problems by using Social Network Analysis (SNA).

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  7. I can also create marking opportunity

    Identify co-marketing or sponsorships and events opportunities

    problem can be solve:
    Which brands have a similar customer base that i could leverage?
    Which kind of sponsorship activity would better reach my target?
    Who is the spokesperson my customers would listen to?

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  8. Very informative post! The content really helps me better understand how social media analysis can influence the way we understand the society and ourselves in a more efficient way. Thanks for your sharing.

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