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By Mohammad Ali Bagheri, Qigang Gao, Sergio Escalera (auth.), Osmar R. Zaïane, Sandra Zilles (eds.)

This ebook constitutes the refereed complaints of the twenty fifth Canadian convention on man made Intelligence, Canadian AI 2012, held in Regina, SK, Canada, in may well 2013. The 17 average papers and 15 brief papers provided have been conscientiously reviewed and chosen from seventy three preliminary submissions and are followed through eight papers from the Graduate pupil Symposium that have been chosen from 14 submissions. The papers hide various themes inside AI, resembling: info extraction, wisdom illustration, seek, textual content mining, social networks, temporal associations.

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There is a considerable body of work that compares the practices of two popular social networking sites (Facebook and MySpace) related to trust and privacy concerns of their users, as well as self-disclosure of personal information and the development of new relationships [5]. In [15] the dissemination of health information through social networks is studied. The authors reviewed Twitter status updates mentioning antibiotic(s) to determine overarching categories and explore evidence of misunderstanding or misuse of antibiotics.

Disallowing (“pruning”) the use of an operator (“move”) after a specific sequence of operators has been executed. e. there is a risk, if move pruning is used together with transposition tables, that all optimal paths from start to goal will be eliminated. A*, breadth-first search, and many other search algorithms use a duplicate detection strategy that is simpler than the transposition tables considered by Burch and Holte. Such algorithms simply record each state that is generated and its distance from the start state.

With respect to a variable vi , we define three sets: (i) the ancestors of vi , denoted A(vi ), are those variables having a path to vi ; (ii) the descendants of vi , denoted D(vi ), are those variables to which vi has a path; and, (iii) the children of vi are those variables vj such that arc (vi , vj ) is in B. The ancestors of a set X ⊆ U are defined as A(X) = (∪vi ∈X A(vi )) − X. The descendants D(X) are defined similarly. IB (X, Y, Z) means an independence statement I(X, Y, Z) [13] holds in B by d-separation, where X, Y, Z ⊆ U .

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