Download The Semantic Web – ISWC 2016: 15th International Semantic by Paul Groth, Elena Simperl, Alasdair Gray, Marta Sabou, PDF

By Paul Groth, Elena Simperl, Alasdair Gray, Marta Sabou, Markus Krötzsch, Freddy Lecue, Fabian Flöck, Yolanda Gil

The two-volume set LNCS 9981 and 9982 constitutes the refereed lawsuits of the 15thInternational Semantic net convention, ISWC 2016, which used to be held in Kobe, Japan, in October 2016. The seventy five complete papers provided in those complaints have been conscientiously reviewed and chosen from 326 submissions.
The overseas Semantic net convention is the most effective discussion board for Semantic internet study, the place leading edge clinical effects and technological ideas are awarded, the place difficulties and options are mentioned, and the place the way forward for this imaginative and prescient is being built. It brings jointly experts in fields equivalent to man made intelligence, databases, social networks, dispensed computing, net engineering, details platforms, human-computer interplay, ordinary language processing, and the social sciences.
The study music solicited novel and critical examine contributions addressing theoretical, analytical, empirical, and functional features of the Semantic internet. The functions song solicited submissions exploring the advantages and demanding situations of making use of semantic applied sciences in concrete, functional functions, in contexts starting from to govt and technological know-how. The newly brought assets tune sought submissions supplying a concise and transparent description of a source and its (expected) utilization. conventional assets comprise ontologies, vocabularies, datasets, benchmarks and replication stories, providers and software program. in addition to extra verified sorts of assets, the song solicited submissions of latest sorts of assets akin to ontology layout styles, crowdsourcing activity designs, workflows, methodologies, and protocols and measures.

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Additional info for The Semantic Web – ISWC 2016: 15th International Semantic Web Conference, Kobe, Japan, October 17–21, 2016, Proceedings, Part I

Example text

The same cannot be said of their extensions to multisets, whose theory is complex (particular containment of queries) and their practical use not always clear for users and developers [8]. Worst, there exist several possible ways of extending set relational operators to multisets and one can find them in practice. As illustration, let us remind the behaviour of SQL relational operators. Consider as example the multisets A = {a, a, a, b, b, d} and B = {a, b, b, c}. Then A UNION ALL B = {a, a, a, a, b, b, b, b, c, d}, that is, the “sum” of all the elements in both multisets (UNION DISTINCT is classical set union).

Populated with resources returned by LD searches). Every instances of the metamodel is a tabular representation of search results that we refer to as a report. , elements in the domain of an inferred property). Next, we have expressed the semantics of the metamodel as a set of unweighted PSL rules, which we refer to as the baseline model, denoted by B Structuring Linked Data Search Results Using Probabilistic Soft Logic 9 Fig. 3. The metamodel for population with LD search results. (see Rules R1-R17 in Fig.

1: Inference Using Syntactic and Semantic Evidence. The goal of Exp. 1 is to measure the quality of P SL(B), where only syntactic evidence is assimilated, and then measure the quality of P SL(S), where semantic evidence is also assimilated, thereby allowing us to measure the impact of using ontologies on the quality. We measure the quality of our program using the area under precision-recall curve (AUC) for each query predicate in our PSL model. The precision/recall curve is computed by varying the probability threshold above which a query atom is predicted to be true.

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