Showing posts with label research. Show all posts
Showing posts with label research. Show all posts

Tuesday, June 3, 2008

Instant messaging less disruptive than the phone

A new study in the Journal of Computer Mediated Communication has some results that those of us who use instant messaging already knew: Instant messaging proves useful in reducing workplace interruption

...research showed that instant messaging was often used as a substitute for other, more disruptive forms of communication such as the telephone, e-mail, and face-to-face conversations. Using instant messaging led to more conversations on the computer, but the conversations were briefer, said R. Kelly Garrett, co-author of the study and assistant professor of communication at Ohio State.

I don't think that is anything earth shattering, but it certainly provides some research-based evidence that use of IM can improve productivity.

I went to find the actual research article and it has not been posted: Journal of Computer Mediated Communication. This research is to appear in the July issue and the latest issue listed on the site is for April. Oh well, they were getting a little ahead of themselves with the press release. Guess I shouldn't worry about a few days. The actual research was conducted back in 2006. That seems like a long time ago seeing as how fast this stuff is moving.

Sunday, May 4, 2008

Robert Scoble on early adopter angst and Duncan Watts

Robert Scoble has a good post that has got me thinking way too much for a Sunday morning: Early adopter angst

If I get arrogant about the role of early adopters (some people call them influencers, or “passionates”) it’s because I’ve seen they are the ones who drive society. You really think that guy who I saw the other day on the plane using Windows 2000 and an old version of Lotus Notes is driving society? Riiiigggghhhhtttt.

At a gut level this makes so much sense. I can so relate to much of what he says. I had even started a little social networking research project around this whole concept that WAS making good progress. All before I started reading the work of Duncan Watts a professor of Sociology at Columbia, and currently a Principle Research Scientist at Yahoo Research. His reseach (pdf warning): Influentials, Networks, and Public Opinion Formation

But what exactly does the two-step flow say about influentials, and how precisely do they exert influence over the (presumably much larger) population of non-influentials? In the remainder of this article we argue that although the dual concepts of personal influence and opinion leadership have been extensively documented, it is nevertheless unclear exactly how, or even if, the influentials of the two-step flow are responsible for diffusion processes, technology adoption, or other processes of social change. By simulating a series of formal models of diffusion that are grounded in the mathematical social science literature, we find that there are indeed conditions under which influentials are likely to be disproportionately responsible for triggering large-scale “cascades” of influence, and that under these conditions, the usual intuition regarding the importance of influentials is supported. These conditions, however, appear to be the exception rather than the rule—under most conditions that we consider, influentials are only modestly more important than average individuals. In the models that we have studied, in fact, it is generally the case that most social change is driven not by influentials, but by easily influenced individuals influencing other easily influenced individuals.

And therein lies my dilemma. Watts' research challenges the predominant thinking on how the diffusion of innovation occurs. Watts' work changes the game completely, and even challenges the reasoning that has led to the creation of entire institutions.

For me personally, his work has left me in a state of suspended animation. I want to completely understand his findings before I continue charging blindly along the old path. Which totally makes me sad because what we were working on was way cool, but if the assumptions the work was based on are not true--what's the point?

Which brings me back to Robert's post. If there is "early adopter angst" it may very well be occurring within an echo chamber.

For a less academic read on the subject I recommend this Fast Company article: Is the Tipping Point Toast?

Friday, April 25, 2008

Is knowing Mediawiki an essential skill for academics?

While reading my feeds this morning I have already encountered three MediaWiki installs. Two of the three were sites where software documentation was maintained. The last, was the National Science Digital Library (NSDL) which is funded by the National Science Foundation.

The purpose of the NSDL wiki is to provide resources that support learning innovation in science, technology, engineering, and mathematics education. The site maintains a digital repository of high quality materials for use in classrooms and research for K-12, higher education, and libraries. It is a very impressive effort.

This is yet another example of MediaWiki being used to foster the work of scientific communities. You see it being used everywhere. (What do these medical wikis have in common?) I'm starting to wonder how you can be a scientist, engineer, physician, or teacher without having basic MediaWiki skills? If you don't know how it works you have effectively removed yourself from the conversation.

The network effect around MediaWiki is so strong that it can't be ignored.

Tuesday, April 22, 2008

Who is sending traffic to video sites?

Heather Dougherty at Hitwise has this interesting post on search vs social networking driving traffic to video sites: Search & Social Networks neck & neck for video referrals

It's obvious that search is on a trajectory that will soon surpass social. Some of this must be due to improvements in video metadata allowing it to be more easily found? Universal search might be another factor? I have to admit, however, that I'm mostly confused by this graph. A plausible explanation escapes me. Translation: This isn't what I would expect to see. Ideas?

Saturday, April 12, 2008

Classfying search behavior

Researchers at Penn State have analyzed actual search data and have found a very familiar pattern: IST researchers classify Web searches:

The research was the first published work of its kind done using actual searching data, with the aim of real-time classification. Researchers analyzed more than 1.5 million queries from hundreds of thousands of search engines users. Findings showed that about 80 percent of queries are informational and about 10 percent each are for navigational and transactional purposes.

The results match pretty closely with what we see in user behavior from analyzing the metrics for content rich sites, i.e. not social sites. What will be interesting is to see how these results change over time. Will we eventually see navigation disappear entirely? I'm thinking so. Searchable wads of of content; it makes Google's Knol strategy look all the more brilliant.

Saturday, February 23, 2008

Who really authors Wikipedia?

Slate takes on the Wikipedia bureaucracy but once again gets it wrong: The Wisdom of the Chaperones

A small segment of highly active users author the majority of the site's content.

Editing is not the same as authoring. That this myth continues to be perpetuated is disturbing. If you look at the number of edits as the metric you'd think this is true. If you look at the quantity of text being contributed then Wikipedia represents the same Pareto distribution (long tail) that we've seen play-out over and over again in the Web 2.0 space.

How about some common sense questions? If a 1000 people have written 2 million articles -- how many words is that per person? Not only must these people never sleep, but they're all Jeopardy champions in waiting.

Friday, February 8, 2008

QOTD: Danah Boyd on open access publishing

From Danah Boyd: open-access is the future: boycott locked-down academic journals

I vow that this is the last article that I will publish to which the public cannot get access. I am boycotting locked-down journals and I'd like to ask other academics to do the same.

If only all academics, and their institutions, would take such a principled stand we could blow this whole mess wide open. Three cheers Danah!

Sunday, January 20, 2008

Science Bloggers Conference follow-up

Yesterday I attended the North Carolina Bloggers Conference at Sigma Xi in the Research Triangle Park. It was an incredible day in every regard, excepting that the wifi sucked. Thank goodness I had the iPhone and only a somewhat sucky EDGE connection. I'm attending a follow-on session this morning at a local coffee shop so this report will be brief. I wanted to follow-up on yesterday's post on what I had hoped to experience at the conference.

My goals for the day:

#1 Find better, and earlier sources of research articles: Failed. I was pretty much already tapped into everything that was mentioned. People were high on EurekAlert, as am I, and this seems like as good of time as any to give it a shoutout. It's a wonderful one-stop location for information on the latest published research. Anyway, where my goal wasn't accomplished I did receive affirmation that I wasn't totally out of the loop. So this was a positive.

Learn more about Science 2.0: This goal was accomplished. The first session I attended was on Open-Science. Unfortunately, this session's conversation was totally about Open-Access and never got into the more interesting Science 2.0 happenings. As the day wore on though, the other aspects of Open-Science were well discussed, especially Open-Data. Unrelated to the conference, but huge for Open-Science was yesterday's announcement by Google: Google to Host Terabytes of Open-Source Science Data.

Meet some interesting people: Mission accomplished! I had more interesting conversations than I can begin to count. It was also an opportunity to meet many Twitter friends which is always fun. The conference was attended by people from all over the world, and being an unmeeting everyone had ample opportunities to join the conversations. I will discuss many of the people I met in subsequent posts.

Finally, I want to direct you to researchblogging.org a new aggregator of blog posts on peer-reviewed research articles that was announced at the conference. If you're wanting a snap-shot of what's going on in the science blogosphere this is going to be an awesome site. The site was rushed out to premiere it yesterday, and it still has a few rough edges, for example the feed isn't working. I've registered with the site (breaking my 2008 pledge of not registering with any site not supporting OpenID). As I "attempt" to do more science blogging I'm looking forward to contributing to this site.

If you are at all into science and blogging you need to put this conference on your calendar for next year. It's on mine for sure! Now I need to get...

Saturday, January 19, 2008

North Carolina Science Blogging Conference

I'm attending the North Carolina Science Bloggers Conference today in the Research Triangle Park. It's very cool that this event is happening here, and that I have the opportunity to participate. I enjoy blogging about research findings. I don't do as much science blogging as I would like, but it's definitely something on my bucket list (which I haven't written yet).

My hope for today is to find some methods to tap into the flow of research information prior to it being published. For me, the lag between when the science is done and when it is eventually reported is unacceptably long. By the time I see the research it's often just not that relevant. I know the information is flowing and I'm hoping to find some methods to tap into that flow earlier.

My second hope is to learn more about Science 2.0. I know that science, just like every other aspect of knowledge creation is moving beyond the traditional institutions. I'll be listening carefully today for conversations that broach user generated research. (UGR?)

Lastly, I'm looking to meet some really interesting people. There are several sessions where I will have the chance to talk with people with similar interests. So more than anything, this will be a real opportunity to learn from others. I'm also hoping that I'm not just a taker, but that I have something of value to contribute.

There are several opportunities for people at a distance to join the conversations. So hopefully some of you will drop in and participate. I'm going to try to survive on my Nokia N810, and be online continuously. You can chat me up at kevin.j.gamble@gmail.com

I need to get...

Saturday, December 22, 2007

Youth violence, media, research, and the uninformed public

There's a new study in the Journal of Social Issues and Policy Review on the relationship of media to youth violence. It makes some interesting suggestions as to the public policy decisions regarding such an important topic. God knows, we've seen our share of horrific events perpetrated by disturbed youth. This is from the Iowa State press release discussing the article:

The authors suggest several public policy alternatives. The first is to provide a public forum for research to be discussed and potential solutions debated to provide legislators an avenue for translating scientific research into publicly accessible language...

That seems like a really excellent suggestion. Of course, I decided to go find the study so that I might be better informed before engaging in public discourse. Yep, you guessed it-- it's pay-per view. You as "ordinary" citizens, without favored access, can get your very own copy of this research from Blackwell Synergy for the bargain price of just $39.

I would suggest that if we are wanting the public to be better informed about research that the first step might be to mandate open-access. It's pretty hard to have effective discourse when the research is inaccessible and otherwise hidden from public view.

Do you think the authors, all land-grant univerity researchers, paid at taxpayer expense, considered publishing their article in an open-access journal? Am I the only one who sees the irony? You make a recommendation that the public needs to be better informed, and then you hide that recommendation behind a firewall where no one can see it.

Saturday, December 15, 2007

Priviledged access to research

I was wanting to read this research article this morning, Mediated communities: considerations for applied social psychology (p 411-414) in the November/December issue of the Journal of Community and Applied Social Psychology.

I'm a member of the privileged class who normally get to see this research that is paid for primarily at public expense. So I login to my library's collection only to find that I am locked out. The article is "embargoed" until May of 2008.


This is just wrong! I can still get it, we have our ways, but I'm not going to bother. Six months from now I won't care whether I read it or not...

Saturday, October 27, 2007

A victory for open-access research

This has been a long battle, and it's not yet over, but it shows that the trend toward open-access, open-content, and more progressive copyright continues to gain steam. LibraryJournal.com: After Years of Effort, Mandatory NIH Public Access Policy Passes Congress

In a victory for libraries, the Senate on October 23 passed an appropriations bill that included a mandatory public access directive for research funded by the National Institutes of Health (NIH). Despite heavy lobbying from publishers against the public access provision, as well as White House opposition and the threat of two last-second amendments to gut it, the legislative battle culminated yesterday with overwhelming approval of the Labor, Health and Human Services appropriations bill (75-19). If enacted with the NIH language fully intact, the law would require NIH researchers to deposit their papers in the NIH's PubMed Central database to be publicly available within a year after publication.

The people paid for this research and it's nice to see our lawmakers affirm that they have the right to see it. This is just the start. Good stuff!

Tuesday, September 25, 2007

PowerPoint proven to be bad for your brain

Australian researchers have demonstrated that reading the same words while you are hearing the same words inhibits learning. The media is reporting the research as, Official: PowerPoint bad for brains, and Research points the finger at PowerPoint.

Of course, and I know you know where I'm headed, the research doesn't have anything to do with PowerPoint. This time, however, I'm going to let their conclusions stand. Their research actually did address learning efficacy when students were presented with words both visually and auditorily at the same time. This simultaneous stream of identical information resulted in a cognitive overload that inhibited learning.

Wow, research that tells us we need to ditch PowerPoint. How sweet is that? Let's start the worldwide movement to ban PowerPoint from all classrooms immediately. My goodness it's harming our students.

Friday, September 14, 2007

Social networking and close friends-- again

Reuters: Social Networking Doesn’t Increase Your Close Friends. I've been trying my hardest to resist commenting on this research, but can hold my tongue no longer. This study basically confirms what we have known about friendship and the size of social networks since 1985.

The headline could have just as easily been written, Social Networking Doesn't Decrease Your Close Friends.

I know I've been ranting on this topic for a while, but researchers need to be much more careful in what they say to the press. People don't read the research, but they see this sort of stuff, and then interpret it in predictable ways. Can you see a parent telling their child, "Turn off that computer. It's no wonder you don't have any friends!"

Sunday, September 2, 2007

Art of chatting ftf dying: Argh!

Harvard researcher Robin Abrahams had the following to say as reported in the Australian Daily Telegraph: Art of chatting face to face dying

THE introduction of e-mail, text messaging and iPods is causing a worldwide epidemic of shyness.

Psychologist, Harvard Business School researcher and etiquette columnist Robin Abrahams says societies have become filled with shrinking violets.

"In the past, only about 40 per cent of people reported being shy in social situations,'' Ms Abrahams said.

"It's now a significant problem affecting about half.''

I have one question: Where is the research to support this claim? As far as I can tell it doesn't exist. Do reporters not ask questions anymore?

Friday, August 31, 2007

Trustworthiness of Wikipedia pages

I saw this mentioned on /. and followed the link through: UCSC Wiki Lab. It's basically a piece of software that analyzes Wikipedia pages and rates the text based on the reputations of its authors. Here's how it works:

In order to compute text trust, we first compute the reputation of all Wikipedia authors at all points in time. The goal is to be able to answer all questions of the kind "at 7:04 am UTC on Jan 23, 2006, what was the reputation of the user with ID 3546?". See below for the computation of author reputation.

Once the reputation values for all authors for all times are available, we compute the trust of each word of each revision. We compute the trust value of each word of a revision according to the reputation of the original author of the word, as well as to the reputation of any authors that have edited the page, especially if the edit is in the proximity of the word. We are still fine-tuning the algorithms, which will be described in a forthcoming publication.

What is cool is it tells you what specifically in the text can be trusted and what might be considered questionable. Here's a skitch of a random page.

Do you suppose now with this capability that schools will start allowing Wikipedia to be used as a source?

Wednesday, August 22, 2007

Trusting Google search results

There's an interesting new study in the Journal of Computer-Mediated Communication: In Google We Trust: Users' Decisions on Rank, Position, and Relevance

An eye tracking experiment revealed that college student users have substantial trust in Google's ability to rank results by their true relevance to the query. When the participants selected a link to follow from Google's result pages, their decisions were strongly biased towards links higher in position even if the abstracts themselves were less relevant. While the participants reacted to artificially reduced retrieval quality by greater scrutiny, they failed to achieve the same success rate.

This demonstrated trust in Google has implications for the search engine's tremendous potential influence on culture, society, and user traffic on the Web.

The press release from the College of Charleston announcing the study had this to say with some quotes from the study's lead author Bing Pan: User's mistakenly trust higher positioned results in Google searches

"Despite the popularity of search engines, most users are not aware of how they work and know little about the implications of their algorithms," says study author Bing Pan. "When websites rank highly in a search engine, they might not be authoritative, unbiased or trustworthy."

According to Pan, this has important long term implications for search engine results, as this type of use, in turn, affects future rankings. "The way college students conduct online searches promotes a 'rich-get-richer' phenomenon, where popular sites get more hits regardless of relevance," says Pan. "This further cements the site's high rank, and makes it more difficult for lesser known sites to gain an audience."

It's an interesting study for a number of reasons, and I encourage you to read it. It uses eye-tracking to confirm what has been said about how people use search engines. In this instance they included some deception to see if it changed behavior, which it appears to have done, and it confirms the researchers' hypothesis that people trust Google. This is important stuff to know for anyone who prepares content for online delivery.

I am wondering, however, if Pan is jumping to the wrong conclusions in thinking this is such a bad thing? He seriously over represents the importance of "sites" in what a Google search returns. I think he may be waxing poetic to a time before Google (BG). Maybe the subjects were correct in trusting Google? What are the things that contribute to Google discoverability:


  • Titles that contain keywords that real people will use when trying to find said content in a search

  • An opening sentence and first paragraph that actually discuss what the article title says it's about

  • Links to other seminal works that readers would find useful -- with meaningful link anchor text

  • Others finding the piece of content of importance and linking to it

  • The content is unique -- meaning that it is not plagiarized, copied, or a minor derivative work

If these are the major items that make an individual piece of content discoverable by the Google algorithm, where are the negatives in trusting it? These seem to be things that are all positive, and things that were not available BG. These seem to me, if anything, to be disintermediating the idea of a popular site preventing an important piece of content from being discovered. Good content has now been freed from the tyranny of the site, and it can now stand on its own merits.

The study seemed to overemphasis the importance of a click-through from a search result page. For the next generation of Web users a click-through in this instance is a next to effortless act. What is the price of a click? A fraction of a second? That the subjects didn't read the abstracts carefully is not such a surprise. Actually, this is a positive as well. They aren't really abstracts anyway. That the content wasn't always as relevant seems a trivial point. It tells me that the subjects were perhaps demonstrating more advanced information retrieval skills. What does looking at a page tell a person that the Google abstract does not? Lots! People have become very fast at evaluating the quality of a source, which accounts for the rapid use of the back button, and the short amount of time spent on most pieces of content. Why might they click through to do their evaluation? Perhaps because the site contains all sorts of artifacts (metadata) which allows us to evaluate it more thoroughly and quickly? I would suggest that perhaps Pan was observing an emergent form of information literacy that should not be so quickly dismissed as wrong or unsophisticated.

Let me conclude with what is a seemingly minor point, but one that I see too often when researchers discuss their findings. No where in the study did I see any assessment of the subjects' actual knowledge (or lack there-of) concerning how the Google algorithm works. If it was a part of the study it certainly isn't discussed in the research article. It is, however, a prominent part of the university's press release. Maybe this is seemingly insignificant, but I don't think we should be making these types of off-topic assumptions when discussing our research findings. Just the facts -- or perhaps highlight an area needing further investigation.

Sunday, July 15, 2007

Open Access: NIH crunch time

From Peter Suber at Open Access News:

The House Appropriations Committee approved language establishing an OA mandate at the NIH. The full House is scheduled to vote on the appropriations bill containing that language on Tuesday, July 17.

Publishers are lobbying hard to delete this language. If you are a US citizen and support public access for publicly-funded research, please ask your representative to support this bill, and to oppose any attempt to amend or strike the language. Contact your representative now, before you forget.

Time is short. Offices are closed on the weekend, but emails and faxes will go through. Send an email or fax right now or telephone before Monday afternoon.

Because the Senate Appropriations Committee approved the same language in June, you should contact your Senators with the same message. But the vote by the full House is in three days, while the vote by the full Senate has not yet been scheduled.

This is important. Please help as you can.

Tuesday, May 29, 2007

Semantic search

The Read/WriteWeb has a great guest post by Dr. Riza C. Berkan on Semantic Search technologies: Semantic Search: An Antidote for Poor Relevancy

The "Semantic Web" approach has been around for a long time now. Unfortunately, it is based on an unrealistic assumption that every Web author will abide by the complex rules of semantics - not to mention the education it requires - and place content in the correct buckets of mysteriously unified standards. Another form of this approach may be to design Web factories that crank out refined Web pages once fed by ordinary Web pages. Of course if there is more than one factory, you have the standards issue again. In this day and age of fast content production, the Semantic Web seems to be more idealism than realism.

I get asked weekly about localization and personalization of content. My standard answer is, "It's doable but no one will do what it takes to make it happen. It's too complex." Add to this the issue of discovery. People use a search engine to discover things. It's quickly becoming the only method they use to discover things. What's the point of embedding logic in content if the search engine isn't capable of understanding that logic?

Dr. Berkan does a nice job of describing why this is such a tough nut. People are wanting solutions right now that quite honestly are outside the capabilities of current technologies. This is still very much a research problem that is years away from a prime-time solution.

Tuesday, May 8, 2007

An omnivore?

I've been reading about this new Pew Internet study that wants to place our Internet usage patterns into various buckets. I always find these sorts of things entertaining, but in this case I think they were trying a little too hard.
  • Omnivore (8 percent)
  • Connector (7 percent)
  • Lackluster veteran (8 percent)
  • Productivity enhancer (8 percent)
  • Mobile Centric (10 percent)
  • Connected but hassled (10 percent)
  • Inexperienced experimenter (8 percent)
  • Light but satisfied (15 percent)
  • Indifferent (11 percent)
  • Off the network (15 percent)

So you know, I'm most definitely an omnivore.

Devoted Web 2.0 users of either gender, though usually under 30, who voraciously update personal Web pages, blogs and mashups to publicly express themselves. Likely to watch videos on an iPod or participate in a virtual world. Most social interaction takes place via instant messaging, texting and blogging via a high-speed Internet connection at home and work.

I'm clearly of either gender so they nailed that. I'm not under 30, but who's counting? Instant messaging and texting are so last year, but I'm thinking that must have been when they collected their data. So I think they got it mostly right.

I wasn't too sure I liked being called an omnivore until I looked it up in the dictionary:

One that takes in everything available, as with the mind.

Hmmmm? Couldn't they just have said that? So what are you? Did you find yourself in the list?