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The first to introduce a majority postulate for the merging of several knowledge bases were Lin and Mendelzon (1999).
This is in line with the current view that knowledge intensive methods for NLP will reason better if they consider several knowledge bases as a joint semantic resource.
The first method is to simply aggregate all of the pathways in several knowledge bases into one database, without further processing.
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In addition to the HPVdb, using KB-builder, several other prototype knowledge bases have been built including TANTIGEN: Tumor T cell Antigen Database (cvc.dfci.harvard.edu/tadb), FLAVIdB: Flavivirus Antigen Database (14) and FLUKB: Flu Virus Antigen Database (research4.dfci.harvard.edu/cvc/flukb/).edu/cvc/flukb/
We describe the query-tree algorithm which is a sound, complete and efficient algorithm for automatically deriving certain kinds of irrelevance claims for Horn-rule knowledge bases and several extensions.
For LHZ, several authors used knowledge based approach for assigning fuzzy membership function (Chung and Fabbiri 2001, Champatiray et al. 2007).
Therefore, several methods assess relatedness by exploiting knowledge bases to express the semantics of concepts.
Cyc and its rival knowledge bases are among several projects that have recently restored a sense of intellectual accomplishment to A.I.-a field that once inspired dreams of sentient computers like 2001: A Space Odyssey's HAL 9000 and laid claim to the secret of human intelligence, only to be forced to back off from its ambitions after years of experimental frustrations.
There are several differences between combining and merging knowledge bases.
This approach offers several advantages: Knowledge-bases derived from datasets are more precise in comparison with knowledge-bases constructed from expert inputs, as the inputs provided by human experts may be vague, due to limited grades of perception [ 257].
Several software vendors cited lack of viable access to suitable knowledge bases to implement some of these features.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com