Artificial Intelligence for Knowledge Management: First IFIP by Eunika Mercier-Laurent, Danielle Boulanger (eds.)

By Eunika Mercier-Laurent, Danielle Boulanger (eds.)

This e-book encompasses a choice of papers awarded on the First IFIP WG 12.6 overseas Workshop on synthetic Intelligence for wisdom administration, AI4KM 2012, held in Montpellier, France, in August 2012, along side the 20 th eu convention on synthetic Intelligence, ECAI 2012. The eleven revised and prolonged papers have been rigorously reviewed and chosen for inclusion during this quantity. They current new examine and leading edge features within the box of data management.

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Different KDD steps) model of Web Usage Mining process was proposed by Cooley et al. in [5]. Afterwards, Srivastava et al. in [6] extended this model and apparently distinguished three phases: (1) preprocessing, (2) pattern discovery and (3) pattern analysis. g. in [7-14]. This model is complex and practice- oriented solution of solving problem of knowledge discovery from Web data repositories. The following particular tasks are subordinated to the mentioned phases. It allows for clear defining of user requirements from its point of view including data format and expected analysis results.

On the other hand, the disjunction of precondition formulae ψ3 ∨ ψ4 ∨ ψ5 ∨ ψ6 is given by ψT = ((aTD = wd)∧(aTM ∈ [0, 8]∨aTM ∈ [9, 17]∨aTM ∈ [18, 24]))∨aTD = wk. Obviously, the funnel condition given by (11) holds. 8 Anomalies Answering questions about essential properties of the model, such as correctness, consistency, termination/completeness requires at the very beginning verification whether the model contains any anomalies. 3. Proper detection of an anomaly can in simple case use information delivered and available within single layer of the framework, but in more complex cases it must utilize information which are derived from two or even more layers.

K are known, condition (4) might possibly be replaced by |= (p1 ∧ φ1 ) ∨ (p2 ∧ φ2 ) ∨ . . ∨ (pk ∧ φk ). Note that in case a join input restriction formula φ is specified, the above requirement can be relaxed to: (5) φ |= p1 ∨ p2 ∨ . . ∨ pk , and if the input restrictions φ1 , φ2 , . . , φk are known, it should be replaced by φ |= (p1 ∧ φ1 ) ∨ (p2 ∧ φ2 ) ∨ . . ∨ (pk ∧ φk ). An inclusive merge MO (p1 , p2 , . . , pk ) ∈ MO of k inputs is considered correct if one is assured that the merge works — condition (4) or (5) hold.

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