Saturday, November 20, 2004

Bill Ives in KMReview

Thanks for Sharing, Melcrum Publishing!. Follow this link through the Bill Ives Blog, Portals and KM, and give your name & email address. You will get free access to several good articles written by Bill Ives in KMreveiw. Melcrum Publishing has other free KM and Communications articles at their site. When my library could afford it, I had both of these Melcrum publications involving KM & Communications.

Lost Knowledge: Confronting the Threat of an Aging Workforce - Dave DeLong. KM Review has kindly put a recent book review I did for them of Lost Knowledge: Confronting the Threat of an Aging Workforce by David DeLong on my space on their site allowing free down loads.  In this book David... [Portals and KM]

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9:55:36 PM     comment []

Sentiment Classification - Objectivity Indeed!

Found two different reviews of a 'sentiment classification' paper that illustrate the difficulty of trying to classify sentiment. The first,

Software Sorts Out Subjectivity
"It's easy for people to tell whether a review is positive or negative. It's much harder for computers because they have neither feelings nor understanding. Software that leaves out objective sentences is better at the task than systems that churn through whole documents.

Researchers from Cornell University have devised a way to improve sentiment classification that sidesteps having to deal with meaning by instead concentrating on context. Their method weeds out neutral sentences in order to make the overall sentiment more obvious."

 

The problem is that 'sorting out' subjectivity doesn't help to define the context better, on the contrary, those 'neutral' clues are essential to the context.

The other review does a better job of explaining what the researchers at Cornell had actually done. Separating the subjective and objective phrases and using pattern recognition to determine whether a positive or negative context of a review is present. The authors point out the difficulties encountered in the simplest + or - sentiment classification. Interesting research, but light years away from "filtering search results" or "tracking attitudes".

 


9:16:12 PM     comment []

Collective Intelligence?

Have to take a second look at this review...At first glance it seems odd that the words 'collective intelligence' can be used so close together, but that's why I need to take another look.

The Wisdom of Crowds – James Surowiecki. Kathleen Gilroy writes a nice summary of James Surowiecki’s The Wisdom of Crowds in her new Pingware blog. She writes that, “Surowiecki makes a convincing case that collective intelligence is always smarter than individual expertise” and offers a summary of... [Portals and KM]


12:59:25 AM     comment []

This is really neat.

Old Newspapers to be Available Online. The government promises anyone with a computer will have access within a few years to millions of pages from old newspapers, a slice of American history to be viewed now only by visiting local libraries, newspaper offices or the nation's capital. [SNT Report]


12:49:45 AM     comment []