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Research and Development in Intelligent Systems XXVI
. Ed(S): Bramer, Max; Ellis, Richard; Petridis, Miltos
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Description for Research and Development in Intelligent Systems XXVI
Paperback. Editor(s): Bramer, Max; Ellis, Richard; Petridis, Miltos. Num Pages: 504 pages, 76 black & white tables, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 234 x 158 x 28. Weight in Grams: 760.
The most common document formalisation for text classi?cation is the vector space model founded on the bag of words/phrases representation. The main advantage of the vector space model is that it can readily be employed by classi?cation - gorithms. However, the bag of words/phrases representation is suited to capturing only word/phrase frequency; structural and semantic information is ignored. It has been established that structural information plays an important role in classi?cation accuracy [14]. An alternative to the bag of words/phrases representation is a graph based rep- sentation, which intuitively possesses much more expressive power. However, this representation introduces an additional ... Read more
The most common document formalisation for text classi?cation is the vector space model founded on the bag of words/phrases representation. The main advantage of the vector space model is that it can readily be employed by classi?cation - gorithms. However, the bag of words/phrases representation is suited to capturing only word/phrase frequency; structural and semantic information is ignored. It has been established that structural information plays an important role in classi?cation accuracy [14]. An alternative to the bag of words/phrases representation is a graph based rep- sentation, which intuitively possesses much more expressive power. However, this representation introduces an additional ... Read more
Product Details
Format
Paperback
Publication date
2009
Publisher
Springer London Ltd United Kingdom
Number of pages
504
Condition
New
Number of Pages
504
Place of Publication
England, United Kingdom
ISBN
9781848829824
SKU
V9781848829824
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Research and Development in Intelligent Systems XXVI
From the reviews: “Papers and posters presented at the 29th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence … are collected in this book. It presents a wide range of research topics. … Most of the papers have a quite formal approach. … They are all presented to professionals in AI, so the book should appeal ... Read more