I'm researching virality in social networks : suggested papers?
Hi everyone, I'm looking to research virality and social architecture in social networks. If you could point me towards some papers that deal with these topics I'd be very grateful. Some of the areas that interest me are as the following : How does social design affect the spread of social networks? If there were a paper with great real world examples that would be perfect. What specific features can help hinder the spread of a social network? How different invitation models effect the spread of a social network, and the subsequent community development? aSmallWorld vs MySpace vs college-only Facebook. Can a rapid spreading site destroy the original community? How to create a truly social space as opposed to YASN? These are issues that are clearly very important and I'd love to find some great research on them. Thanks a lot , Tom
Tom Shelley asked:
How does social design affect the spread of social networks? What specific features can help hinder the spread of a social network? How different invitation models effect the spread of a social network? Can a rapid spreading site destroy the original community? How to create a truly social space as opposed to YASN?
I'm a very active member in several business related social networks. I'm aware of no academic research. With the limited tools I have, I've tried to run some numbers of my own. Everywhere I look I find the same general pattern. Social networks are not very social. Most people who join never get much further than joining, large numbers never get their personal page built. Many have no links to anyone else. Where membership is by invitation only, significant numbers have only that single connection. Take linkedIn for instance. The median number of contacts of the 9 million LinkedIn members is a number less than 5, probably less than 4. (All the people who have 0 connections are invisible to me.) That's significant because linkedIn begins to be useful when you have 30+ links. AC Nielsen report "In most online communities, 90% of users are lurkers who never contribute, 9% of users contribute a little, and 1% of users account for almost all the action". My own data broadly supports that position. The other network I've studied a lot is Ryze. The top 5% of all members attract 50% of all the homepage visits. Ryze was interesting because it's the only network I know of that had successful active forums, but even those are under threat by lack of participation. There are forums in Viadeo, Xing, Ecademy and some Yahoo forums for LinkedIn. In my view none of these work well. The high rate of non-participation in social networks is for me just an uninteresting and sad fact. I've become much more interested in what happens to the few who do participate actively, the top 2% of users. I've witnessed remarkable changes in these people, significant life changing differences. It takes a lot of effort, regular reading, and regular responses to the letters of other people. Maybe 2 hours a day. The result? People who have no opinion about anything, and who seem to agree with everyone, start by just agreeing all the time or by making jokes. They want to be popular. They don't have the courage to take a stand on topics. If they actively participate, over time, a couple of years, they become more knowledgeable and capable of holding an opinion and arguing a point of view. By this time the individual will have become a network leader. These networks evolve. The example I know best began as "Couch Potatoes" became "TV Trivia" and is now called "Truth Seekers". Truth Seekers is a very active 20-40 letters a days forum on international politics, economic and social issues but with a very distinct American bias because most of the members are Americans. The woman who runs this network began to contribute as a guest to other people's forums, started a podcast of her own, and that has led to some work on a radio show. What I've seen over and over is that people begin shy and without the courage, and perhaps without the ability to make a clear statement about what they know. If they PRACTISE every day, first by reading interesting posts, their knowledge grows. Once they begin to actively engage in writing posts themselves the rate of learning increases significantly. Three years on these people are taking significant roles as leaders, not just in the social network but also in their community life and in their business life. This is NOT the promised development that joining the networks is supposed to bring. The promise was that you'd make money by doing business deals with other members. Transformation of WHO YOU ARE was not supposed to be on the menu. Too scary? Maybe, but I've seen a lot of it. This is a simple understandable process. You become good at whatever you DO on a regular basis. Those who seek to understand issues and to share their understanding with other people, get good at learning from others and much better at being able to construct a point of view of their own. The improvement in writing skill is a measurable thing. There are Ryze letters going back over 5 years now that could be used to show both the change in subject matter over time, and the improved ability to construct a viewpoint. The questions Tom Shelly asks are far too difficult to understand. Online Social Networks are too new, and too fragile and too different for research into the questions asked to be possible. There are just too many variables. One of those is cultural. Networks on Ryze got off to such a wonderful start because the original base for members was American. There are many Ryze Networks run by people from India. Those networks have an entirely different flavour. On Xing the networks are dominated by Germans, on Viadeo by the French. The topics of interest, and the style of discussion is quite different in each of these areas. There is a lot of work to do to understand online social networks. My general advice is to ignore the press, and to ignore the number of members claimed by various networks. The propaganda will always lead you away from the truth. Find a group where the activity trail of active members can be traced. Ignore the 95%+ who are really inactive. Find out what the other 5% are doing. Regards John -- "John Stephen Veitch" http://www.ate.co.nz Should we be talking? By all means Google me.
John Veitch <jsveitch@ate.co.nz> wrote:The questions Tom Shelly asks are far too difficult to understand. Online Social Networks are too new, and too fragile and too different for research into the questions asked to be possible. There are just too many variables. IMHO the assumption of "difference" is doxa that has not been demonstrated empirically, if one starts from the time honored practice of assuming "no difference" i.e the null hypothesis. The statistics you quoted about online groups is present in the local Rotary Club. As I interpret the research, I have come to the conclusion that the bulk of social networks are reflective of the offline origins. I have found no smoking gun. (so to speak). Indeed I draw this conclusion from the research of many members of this list. Esther are you still here. Newness is not indicative of difference. If one accepts general process it leads to the lawfullness of human behavior whether online or offline. --------------------------------- Ahhh...imagining that irresistible "new car" smell? Check outnew cars at Yahoo! Autos.
From: James Whyte <whyte.james@yahoo.com>
John Veitch <jsveitch@ate.co.nz> wrote:The questions Tom Shelly asks are far too difficult to understand. Online Social Networks are too new, and too fragile and too different for research into the questions asked to be possible. There are just too many variables.
Folks could take a peek at http://www.blogninja.com/vsw-draft-paolillo-wright-foaf.pdf for one method of dealing with variance and the polysemous nature of online social networks. We were able to extract and label 20+ kinds of interpretable relatedness/difference for LiveJournal accounts; I posit that one could take this kind of quantitatively-driven extraction approach with other sites, as well. LiveJournal just happens to have particularly clearly specified data about every user...... and it kind of helps to have quant methods feed qualitative interp. ;)
As I interpret the research, I have come to the conclusion that the bulk of social networks are reflective of the offline origins.
Yes, I think you're right in generalizing. Clearly there will be *some* differences due to the change in the nature of the medium, but clearly *much* of the way in which things work is related to the capacities and needs of the human social animal.
Newness is not indicative of difference. If one accepts general process it leads to the lawfullness of human behavior whether online or offline.
I don't understand the last sentence of this. Particularly the use of the word lawfulness. --e
elw@stderr.org wrote:
Newness is not indicative of difference. If one accepts general process it leads to the lawfullness of human behavior whether online or offline.
I don't understand the last sentence of this. Particularly the use of the word lawfulness. --e General Process Theory is social science 101. Paraphrasing (IMHO): Human behavior is lawfull and measurable. It is the underpinnings for 150 years of empirical research in all the social sciences, particulary psychology and sociology. Contrasted with qualitative approaches that provide descriptive methods. It has some current challenges based on advances in learning theory, cognitive neuro-science and biological sciences, but it remains largely intact. James elw@stderr.org wrote:
Newness is not indicative of difference. If one accepts general process it leads to the lawfullness of human behavior whether online or offline.
I don't understand the last sentence of this. Particularly the use of the word lawfulness. --e --------------------------------- Ahhh...imagining that irresistible "new car" smell? Check outnew cars at Yahoo! Autos.
General Process Theory is social science 101. Paraphrasing (IMHO): Human behavior is lawfull and measurable. It is the underpinnings for 150 years of empirical research in all the social sciences, particulary psychology and sociology. Contrasted with qualitative approaches that provide descriptive methods.
It has some current challenges based on advances in learning theory, cognitive neuro-science and biological sciences, but it remains largely intact.
Oh. Behaviorism. Thanks. --e
No-social science elw@stderr.org wrote:
General Process Theory is social science 101. Paraphrasing (IMHO): Human behavior is lawfull and measurable. It is the underpinnings for 150 years of empirical research in all the social sciences, particulary psychology and sociology. Contrasted with qualitative approaches that provide descriptive methods.
It has some current challenges based on advances in learning theory, cognitive neuro-science and biological sciences, but it remains largely intact.
Oh. Behaviorism. Thanks. --e _______________________________________________ The air-l@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org Join the Association of Internet Researchers: http://www.aoir.org/ --------------------------------- Ahhh...imagining that irresistible "new car" smell? Check outnew cars at Yahoo! Autos.
No-social science
Are you trying to claim that *all of every discipline within the social sciences* currently operates explicitly under the rules of GPT? This is a major non-starter, from what I see going on around me. What you're describing is a particular attitude toward the universe, not a defining characteristic of an entire spectrum of fields. Am I supposed to take you seriously? You seem intent on setting yourself up as a sort of straw man or sock puppet, once again. --e
General Process Theory is social science 101. Paraphrasing (IMHO): Human behavior is lawfull and measurable. It is the underpinnings for 150 years of empirical research in all the social sciences, particulary psychology and sociology. Contrasted with qualitative approaches that provide descriptive methods.
It has some current challenges based on advances in learning theory, cognitive neuro-science and biological sciences, but it remains largely intact.
Oh. Behaviorism.
Thanks.
--e _______________________________________________ The air-l@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org
Join the Association of Internet Researchers: http://www.aoir.org/
--------------------------------- Ahhh...imagining that irresistible "new car" smell? Check outnew cars at Yahoo! Autos. _______________________________________________ The air-l@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org
Join the Association of Internet Researchers: http://www.aoir.org/
IMHO The emprical basis for social science can be laid at the feet of general process theory. Lawfull and measureable. However, I made no such declarative statement. I said precisely, "if you accept general process". IMHO this expands to all "empirical science." If you have evidence to the contrary, I am very interested. James elw@stderr.org wrote:
No-social science
Are you trying to claim that *all of every discipline within the social sciences* currently operates explicitly under the rules of GPT? This is a major non-starter, from what I see going on around me. What you're describing is a particular attitude toward the universe, not a defining characteristic of an entire spectrum of fields. Am I supposed to take you seriously? You seem intent on setting yourself up as a sort of straw man or sock puppet, once again. --e
General Process Theory is social science 101. Paraphrasing (IMHO): Human behavior is lawfull and measurable. It is the underpinnings for 150 years of empirical research in all the social sciences, particulary psychology and sociology. Contrasted with qualitative approaches that provide descriptive methods.
It has some current challenges based on advances in learning theory, cognitive neuro-science and biological sciences, but it remains largely intact.
Oh. Behaviorism.
Thanks.
--e _______________________________________________ The air-l@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org
Join the Association of Internet Researchers: http://www.aoir.org/
--------------------------------- Ahhh...imagining that irresistible "new car" smell? Check outnew cars at Yahoo! Autos. _______________________________________________ The air-l@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org
Join the Association of Internet Researchers: http://www.aoir.org/
_______________________________________________ The air-l@listserv.aoir.org mailing list is provided by the Association of Internet Researchers http://aoir.org Subscribe, change options or unsubscribe at: http://listserv.aoir.org/listinfo.cgi/air-l-aoir.org Join the Association of Internet Researchers: http://www.aoir.org/ --------------------------------- Ahhh...imagining that irresistible "new car" smell? Check outnew cars at Yahoo! Autos.
participants (4)
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elw@stderr.org -
James Whyte -
John Veitch -
Tom Shelley