Tuesday, October 16, 2012

Different levels of cognition in Social Networks


Cognition, is the first level of cognition. In this level, individuals memorize, read, write and perceive new information. I think what we did in primary school is mostly on this level, we memorize, read and write what teachers taught. Metacognition, aka. “cognition about cognition” is the second level. It includes knowledge about when and how to use particular strategies for learning or for problem solving. In middle school, we have to learn many different courses and also take lots of exams. We have to think about how to study, what is the most efficient way to learn things and this is metacognition. Epistemic cognition is the highest level of cognition, in this level we do not only learn but also create. There are five key components of epistemic cognition: epistemic aims; structure of knowledge; certainty, sources and justification of knowledge; epistemic virtue and responsibility; reliably and processes. I think this level of cognition cannot be described as we learn, it’s actually research.

All of three levels of cognitions appear in today’s social networks although the features of the social networks may not be designed to facilitate cognitions. In fact, it is rather difficult to design  features to support the higher level of cognition. Let’s take Twitter or Weibo as an example, there are lots of information on the user’s timeline, different kinds of information shared by the people we follow, the contents can consist of text, links, pictures, audio and even video. Reading others statuses is just the first level of cognition. To help users organized the statuses, lots of different features are provided: we can use #tag in a tweet, we can @reply others, we can also search tweets and so on. These different features actually help us to get information more efficiently and this is the metacognition. However, the third level of cognition -- epistemic cognition has quite high requirements, I think today’s technology can just provide limited support for this. Let’s take Quora or its Chinese clone Zhihu 知乎 as an example. Quora is an online Q&A community, people ask and answers questions on it. Unlike other online services, Quora started with an invitation only membership policy. They limit the number of users and try to maintain high quality of both the questions and answers. Usually a question is answered by people who have related background and experience with the question, the best answer is voted by other users. The answers may be even edited multiple times according to others’ comments. I think this is kind of epistemic cognition. All the features: voting, commenting, etc provided by Quora facilitate the progress of epistemic cognition.

Although there are already lots of features to facilitate progress of cognition on the social networks. I think the effect it still quite limited because none these can happen automatically. All the features provided by a social network are just tools, they are useless if people do not use them. For example, the #tag feature of Weibo can better organize the users’ statuses, however if you never use #tags, then you cannot benefit from it. Quora encourages users to discuss with others and vote the best answer, but no epistemic cognition can happen if the users are not willing to share there options and vote. I think an ideal social network should have some features that can actively help people to do higher level cognition. It’s metacognition if a user try to find a way to group his/her friends so that he/she can get information from his/her friends much more efficiently. But it will be much better if the grouping is automatically done by the system according to the user behavior observed. I think this can be a challenging problem and requires lots of work on data mining and artificial intelligence.

3 comments:

  1. You are making a great point. Your understanding of the three cognitive levels seems sound and in-depth.
    From my understanding, weibo categorizes celebrities and ranks hot topics, and this fact-based efforts are actually paid to help people reach higher cognitive levels.
    However your point of grouping people still sounds a bit too ideal. For example, I myself won't accept being labeled, grouped against my wishes. Even though the process is done with highly intelligent programs, if the outcome is slightly against my will, I would feel offended and repel the service from then on. (Maybe it's just a personal situation, but careful thoughts still are in need.) That's why I'd rather train my cognitive levels by my own. = = (girlish talk

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  2. yeah~ I agree with your point that the online system or software has better provide a group-organizition for users. it 's a excellent way to attract more uses and people can get a efficient stratege to work with those social data.

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  3. Epistemic cognition, it's actually a methodology well developed in western countries but it's far from success in Asia, we are all taught to be examination machine but not in a sense to challenge what we had been taught until in college/Univesity

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