[PDF] Top 20 Knowledge based text indexing and retrieval utilizing case based reasoning

... quency of its constituent words and phrases in the document The content list is used to match against the words and phrases from new concepts defined by the user and.. the concept list i[r] ... See full document

... 3. RESULTS AND DISCUSSION 3.1 Clustering Process of The Case Base The LTKC clustering algorithm only requires one parameter which is the value of k nearest-neighbor. But, in order to prevent the clustering process ... See full document

... harmful knowledge in general, and the utility problem in ...is based on different types of filters for eliminating harmful knowledge at various stages in the problem solving ...the case base ... See full document

... the case of source code retrieval where API calls are considered terms, the problems of synonymy and polysemy slightly ...no knowledge about an existing API ...the case of API calls still ... See full document

... Semantic Indexing, Term Weighting, Biomedical Information ...medical knowledge sources becomes a difficult task for any automated meth- ods of data mining and ...general text as well as in the specific ... See full document

... do case-based reasoning as such, but applies case-based methods for case indexing and ...have knowledge of the items that describe case ...database ... See full document

... the case library and a target case. Normally, to achieve the retrieval phase, CBR systems execute similarity ...similarity knowledge, ignoring other types of knowledge that can benefit ... See full document

... the case library and a target case. Normally, to achieve the retrieval phase, CBR systems execute similarity ...similarity knowledge, ignoring other types of knowledge that can benefit ... See full document

... the case-based reasoner retrieves the most similar case (or cases) that fits the current ...and knowledge in that case and proposes a solution (suggested ...revised case until it ... See full document

... problem case is shown by the continuous black line, while the coloured dashed lines represents the nearest ...ordered based on correlation to reduce line crossing on the ...original text based ... See full document

... 3. Computer experiments and results We are testing our techniques on a corpus of documents from the Paris open data † web site. The KB was created using City logistic ontology Nilesh et al. 26 . Initially, our KB ... See full document

... document the information about the incident in order to support all problem management activities. Problem management has many advantages. It improves IT service quality, reduces the number of incidents, obtains ... See full document

... the retrieval mechanism and of the case representation, a case-base composed of a small set of carefully selected cases was ...the case space with hand crafted cases that were quite ...each ... See full document

... their retrieval phase for finding similar cases to a new problem [24], where the nearest relation is com- puted using a similarity metric on the problem ...a retrieval algorithm, using the indices in the ... See full document

... this case, one would get the textual content and not the geometrical and layout information, which implies using this option; one could not perform a reverse-engineering, ...the case of pointers or laser ... See full document

... of reasoning generated by rules or models and that record-like representations of cases used in some CBR systems allow for straightforward storage in relational databases and entry and update by end ...and ... See full document

... Disasters and Social Media: This part is devoted to an interesting application, namely natural dis- aster recognition. We approached the problem from two complementary perspectives. On the one side, we collect ... See full document

... from text based databases, where the unprocessed stuff is drawn in pixel form CBIR many of its methods from image processing, and is seen by some as a subset of that ...the retrieval of picture with ... See full document

... one case from the case based library of the CBR until the system retrieves two different labels with the same ...new case as a pattern to be compared with the constructed FP-tree will provide ... See full document

... (CBR) system for course timetabling has been the subject of previous research by the authors. In that system, the case base is organised as a decision tree and the retrieval process chooses those cases ... See full document