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Personalise Your Aggregation with Feeds 2.0

By admin    July 7th, 2006
11 Comments

cap-0054.pngUpdate: It's partly my fault for not fully doing the research needed before I could judged Feeds 2.0's technology. I only wrote about what it seemed like from what was up-front. Read the lengthy comment by Nicholas Ampazis, the CEO of Feeds 2.0 on this post for his response. I won't be going further into this. The concept of personalised RSS aggregation isn't new. SearchFox, a company I wrote about back in January (seems like decades!) which at the time closed down and supposedly got bought by Yahoo! was one of the first to grasp the concept. But since then, there's no question there have been several other attempts. Greek-based Feeds 2.0, currently in private beta although they're giving away invites rapidly, is the latest one to attempt this concept. I had a chance to try it out, and I have to say it's on the borderline of good and will-I-really-need-that.

Feeds 2.0 is your average web-based aggregator. Little bit of AJAX here and there, the whole expand/collapse thing, a usable and , it's got things going on. Although there is one difference. On the top right-hand corner of every post, you'll notice two buttons. One says "I don't like news like this one" and shows an arrow pointing down-words and the other says "I love news like this one" with an icon of a heart. Your job as a regular feed reader, is to simply click on either one of those buttons every time you read something. Feeds 2.0 will then progressively be collecting this data and personalising your experience accordingly. As simple as that.

The way it works, is that Feeds 2.0, for every post, feed, whatever, collects lists of commonly used terms, that's terms that have been used throughout or keywords. For every feed, it shows "Tag clouds for these posts" with the whole cloud/text-size-for-importance thing — except nobody told it what the tags were; it guessed. Every time you tell it that you like this kind of news or you don't like this kind of news, it adds or removes the keywords that it collected from the post to its database, your database, and then it collectively 'scores' related posts a mark. No rocket science or artificial intelligence here as it may have first seemed, but it works.

Firstly, I have to give it to them for trying out such a concept. I think it's new and brilliant, and whether or not you use it, it's there for you. Secondly, what I really think is that concepts such as this — you know, 'personalised news reading,' 'user-dependent experiences' — sound excellent on paper and those product pitches, but whether they really work or if they're any use at all to an average user is beyond me. The reason I say this, is because I think if you're going to personalise my experience for me by finding out my reading habits, then there's no better way to do it other than build a super-AI-camera which tracks my eyeballs as I read and finds out what posts my eyeballs get most attracted to while I'm skimming through my daily reading list, and then rates the incoming posts on that basis so the next time I open up my aggregator my eyeballs go crazy with all this stuff I want to read. And that's it.

I think the whole 'I like this kind of news and hate this kind and these keywords float my boat' based concept is good, well-thought of for what we can achieve now, but a waste of time. Don't get me wrong, this sort of stuff works all the time with Junk/spam-mail filters — like the one in Thunderbird which 'learns as you go' — but I think there's a difference between a computer learning to decipher with my help between 'viagra' and 'granny's-cat-funeral-photos,' than 'google maps new version launched' and 'google maps still little coverage of africa.' Note that one is something I care about and the other isn't.

As a regular RSS aggregator, I think some of the capabilities of Feeds 2.0 are excellent. It's usability is one of the best I've seen, certainly right up there with competitors Rojo and Bloglines, and the speed is staggering for web-based aggregators. Feeds 2.0 is currently monetized by AdSense which works coincidentially works relatively similar to their own service with the keywords, and the service is fully free although they might think of adding different packages later on. On the whole, I think Feeds 2.0 is just fine as a regular aggregator, but when it comes down to what it's really trying to achieve — that 2.0 bit from its name — I'm a bit skeptical on.

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  • http://techblog.touchbasic.com elran

    hey sid,

    i was also a big fan of searchfox. wrote about it several times on my blog a few eons ago.

    anyway, i tried feeds2.com a few times over the last few weeks and found it to be unbearably slow. i thought it had some pretty 2.0 frills – but it’s the actual “feed reader” part that i’m a bit skeptical of.

    great site you’ve got going here though..

    “Damn it, Bring Back Searchfox!” -elran

  • http://www.feeds2.com Nicholas Ampazis

    Dear Sid,

    I am Nicholas, the CEO of Feeds 2.0. Thank you for your kind review of our service. There are just a couple of things I would like to clarify regarding the way one can use the personalization options.

    The system learns that you like a particular post either when you just click on its title to read it or if you mark it by pressing on the “heart” icon. So if you just read posts in the regular way (i.e. by clicking on their titles and have them open in a new window) the system will record these choices that you’ve made and you won’t need to also press the heart icon. The heart icon can be used if, say, you are in hurry or if you don’t care to read the entire article but you still like it.

    However learning cannot be complete unless you provide some counter-examples. This is exactly the purpose of the “down arrow”. If you take the time once in a while to mark a few posts by the “down arrow” (uninteresting) this will greatly enhance learning since the two training categories (interesting/uninteresting) will not be hugely inbalanced, e.g. having 600 interesting examples but 0 uninteresting examples. You may never use the “down arrow” and ignore it completely but you will be very much rewarded as far as accuracy is concerned if you do use it.

    Feeds that have been marked as uninteresting come with a blue-coloured filled “down icon” which is just a reminder of their status. When you turn “Personalization On” these feeds should be pushed at the bottom of the page or towards somewhere in the last couple of pages if you track many feeds.

    I would also like to point out that automatic tagging and Tag Cloud are two features that are not related at all to personalization. By this, I mean that personalization is not achieved on the basis of simply filtering out posts that include tags or keywords of the posts that have been marked by the down arrow and by prioritizing posts that include tags present in posts marked as interesting. So the system does not add or remove keywords from the user’s database but instead it uses advanced statistical analysis of the post’s whole texts to extract semantic features and accordingly classify feeds. So I am afraid that contrary to your suggestion there are indeed some artificial intelligence techniques actually involved in the learning process. For details please see our blog post .

    Finally, as far as your example with “google mapsâ€? is concerned I would suggest to all users that it is a good idea to train the system for a while before expecting discrimination abilities between posts with similar thematic subjects since the more you use it the better it gets. This means that given an enough amount of examples it will be able to pick up the fine-grained details that can distinguish between a post about “google maps new version launchedâ€? and ‘google maps still little coverage of africa’ since the extracted semantic features (that I mentioned above) that feed the learning algorithm will become more concrete as the training corpus is getting bigger.

    Elran, I can only agree with you on the actual feed read options. However at this stage of development we have decided to shift our attention to the features that make Feeds 2.0 unique among its other Web based RSS aggregators rather than try to implement all the basic reader functions. Obviously we plan to add such features in the immediate future since there are many user requests for them.

    I also hope that you will find the speed of the service satisfactory now since we have upgraded our servers and we plan to add even more servers in the near future to handle the increasing load.

    Thanks again,

    Nicholas

  • http://techblog.touchbasic.com elran

    wow,

    Nicholas – i hope i didn’t sound too frustrated in my previous comment. i should have mentioned that i haven’t been satisfied with any of the feed readers since Searchfox.. and i’ve tried a lot of them.

    i will say that i actually liked all the features that feeds2.0 had to offer. i remember thinking that everything was surprisingly intuitive. in fact, i got really excited (and thought i found my new Searchfox) until i imported my 200+ feeds into the system. at the time everything seemed to grind to a halt.

    i guess any app has to find a balance between features and speed. but i thought you’re feature set was pretty impressive, you effectively “had” me. i really wanted to use feeds2.0 — i just “couldn’t” because of the speed.

    it seems to me that if a service is fast but lacking features, you might still use it (assuming it was still useful to you in some way). anyway, new features get added regularly with mostly any web-based service these days. with an active development team and a CEO that listens to it’s users, it wouldn’t be long before those missing features get addressed in some way. on the otherhand, slowness is slowness. it hurts too much. i can’t take the pain so i have to move on.

    but i am definitely willing to give it a second shot – especially if you’ve upgraded the servers to make things faster. it is also really cool that you guys are listening to reactions from the blogosphere, which was definitely one of my all time favorite things about Searchfox (aside from the AI and ofcourse the speed).

    well, off i go to play with feeds2.0 ->

  • http://www.feeds2.com Nicholas Ampazis

    Dear Sid,

    I hope that in my previous post I did not sound the least frustrated (since I, honestly, wasn’t) or patronizing (gosh, the least I would like to sound!).

    The whole idea was just to clarify a couple of points regarding the learning functionality in Feeds 2.0 in order to help users get the most out of the system with the least effort.

    So actually, the fault lies with no one and definitely not with you, since, from your side, you gave exactly the perspective of what users get only from what is up-front.

    We are only thankful for that since, sometimes, it is difficult to visualize what other people see in something that you have created yourself. This gives you the impression that users see your application in exactly the same way you see it.

    This is obviously wrong, and I think that this is exactly the whole point in the discussion going on in the blogosphere regarding the presentation and review of new products. Without this discussion we would probably make products that would make us (developers) pat each other on the back, but which no one would use!

    Best,

    Nicholas

    P.S. Elran, a new powerful server is coming within two weekds to handle most of database transactions, so please bare with us still being a bit slow for you just a little bit longer :)

  • http://www.rev2.org/ Sid Yadav

    Hi Nicholas,
    I much appreciate your time and involvement in this, and also the fact that you were able to come upfront. I would rather be dead wrong in something I say and then be corrected than give readers an invalid or wrong viewpoint simply from what I was able to convey from the product.

    I think if it was any other company I bashed, most of them would’ve taken it a bit more deeply ad have the pure-developer response of ‘we made this so we know what we’re doing, you’re wrong, we’re right, so we advice you to take down or edit your post’ where as I’m greatful for the fact that you instead took this kind of a review and discussion in context and were able to teach me and whoever reads this something, and in fact were able to learn something about users yourself. Also, I completely agree with what Elran said about your contribution to the blogosphere as a whole — very few companies do this and I just love those that do.

    As for the speed, I’m happy that you are in fact doing something about it, and that’s what counts most.

    Do keep in touch and if you have an announcement to make or need someone to test some cool new feature, I’m all ears. ;-)

    Best,
    Sid

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