P. S.: Post Scriptum

The two talks I gave at the: International Workshop on Challenges and Visions in the Social Sciences, this summer, are now available at videolectures.net.
Not the best talks of my career, and hopefully not the last either. But the guys at VL did a great job in recording them.

One of the talk was about Tags, and the second about Democracy of the 21st Century.

In the one about Continue reading My first 2 talks available online: Tags & 21st Century Democracy

I think the time have come to write my third, and hopefully last contribution to the topic of tagclouds.

I have been hearing a lot of talk on how users should not use too many tags in linking to url. I also am the maintainer of the mindmap maker, and I often look at some of the maps generated (available to everybody). There is a number of people who tend to use an average of between one and two tags per URL. Their maps are often very ordered. No clustering, no hierarchy. (Forgive me if I don’t put a link to such a map, but since I am going to bash this way of using delicious, I’d rather bash a method than a specific human being. Just go to the list of maps and open a couple, odds are one of them will be of the type I am describing). This way of using delicious uses tags as folders, just with the modification that every now and then you can put an URL in more than one folder at the same time. A bit like big bookstore might carry several copies of the same book, and store them in more than one place (and the Tao Te Ching, ends up in New Age -God knows why- and in Religion).

Of course tags tend not to fit exactly. My Tag Clouds and Cultural Change will be under Tags or Folksonomy or Sociology… Whatever you chose you probably will not put it under Ajax. And yet most of the analysis was done studying the spreading of the term Ajax.

Let’s make a few simple calculations. Continue reading Tag Clouds are hard to Spam

Terrell Russell asked for some suggestion on how to improve his tool, Cloudalicious. He asked for it 3 times, one on the del.icio.us mailing list, and one on a comment on my previous entry, and one on his site (link missing as he wisely took this one off). Now I really think three times are too much, and Terrell should be heavily chastised for this. So I will write him a loong list of things that I think his tool should do, and maybe next time he will think better before asking people how should he employ his time as a programmer. I am always happy to give ideas to people, provided a) they remember me when the idea makes them incredibly rich b) they do the coding. Continue reading Cloudalicious suggestions

In the previous post I discussed how we can measure the relative importance of tags in a post, by calculating their weight, as

• weight of tag t= (number of people using t)/(total number of people)

I also said that:

Not only we could study a culture by studying the differences in the power law approximated by the tag clouds used by people of that culture. But we could even measure cultural eartquake by measuring the difference between the tag cloud being generated before a certain event, or after a certain event.

Independently Clay Shirky was coming at a similar conclusion, although he more focused on temporal changes that seem more signature of a particular subgroup of people all bookmarking a site at a certain time:

During a period of about 120 users’ additions of OIO, 20 or of them used the tag ‘ia’, putting it between #7 and #10 during that period. Now it is down to #17. This suggests that one or a few IA-oriented sites or mailing lists posted the link, and it got a flurry of attention from those taggers in a narrower window of time. This in turn suggests a conversationally tightly-knit IA community.

But let’s go back to the tag weight. Terrell Russell took the ball, and in one evening of programming presented a tool to actually see how the weights change in time.

Nothing to say about the tool. It works perfectly well, and although it can be enhanced in many little ways, it already is very useful. Not bad for one evening.

More interesting, from my point of view, is how, through this tool we can see changes in the culture we are living in. We are used to feel those changes, but generally we never were able to measure them. Maybe now we might start to be able to do it.

No change

First of all I would like to show you the graph of a part of the culture where no changes are happening:
From the site: Nifty Corners. 1859 people having bookmarked it by now. The values soon converge to what we can expect to be their definite value (for the culture we are in).

Little Social-Quake

Continue reading Tagclouds and cultural changes