miKrow: An Intra-Enterprise Semantic Microblogging Tool as a Micro-Knowledge Management Solution

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Guillermo Álvaro Rey, Carmen Córdoba, Víctor Penela, Michelangelo Castagnone, Francesco Carbone, José Manuel Gómez-Pérez, Jesús Contreras Valencia, 26 October 2010 (KMIS 2010) miKrow: An Intra-Enterprise Semantic Microblogging Tool as a Micro-Knowledge Management Solution

Transcript of miKrow: An Intra-Enterprise Semantic Microblogging Tool as a Micro-Knowledge Management Solution

Page 1: miKrow: An Intra-Enterprise Semantic Microblogging Tool as a Micro-Knowledge Management Solution

Guillermo Álvaro Rey, Carmen Córdoba, Víctor Penela, Michelangelo Castagnone, Francesco Carbone, José Manuel

Gómez-Pérez, Jesús Contreras

Valencia, 26 October 2010 (KMIS 2010)

miKrow:An Intra-Enterprise Semantic Microblogging Tool

as a Micro-Knowledge Management Solution

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Microblogging?

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Not this

http://www.flickr.com/photos/bloggingdagger/

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“There is a revolutioncoming for knowledge workers”

Tim O’Reilly referring to Twitter

(2009)

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But …

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… we alreadyhave an

almightyKM System

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K.I.S.S.Keep It Simple, Stupid Son

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K.I.S.S.Users care about results

not about complexity

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K.I.S.S.Users want to find

not to search

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K.I.S.S.

the user to the system

the system to the user

Adapt:

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How does it work?

http://www.flickr.com/photos/17258892@N05

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Message Indexing

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Expert Indexing

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Message Search

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Expert Search

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Linked Data

Linking Open Data cloud diagram, by Richard Cyganiak and Anja Jentzsch. http://lod-cloud.net/

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Context

Context data

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Implementation:

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miKrow architecture

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miKrowarchitecture,

extended

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Demo

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EvaluationIn-house testing

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Evaluation

1: Cold start problem Feed the system with

previous existing knowledge

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Evaluation

2: Semantic suggestions were better perceived Highlight them

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Evaluation

3: Some stop words were not identified Dynamically detect new

expressions like “working on…”, “doing…”

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VideomiKrow success story…

http://www.youtube.com/watch?v=pXdGE4Gxu0A

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Guillermo Álvaro, Carmen Córdoba, Víctor Penela, Michelangelo Castagnone, Francesco Carbone,

José Manuel Gómez-Pérez, Jesús Contreras

[email protected]

http://mikrow.isoco.net/about

Thanks!