Ontology Alignment and Applications in 90 Minutes

نویسندگان

  • Vadim Ermolayev
  • Maxim Davidovsky
چکیده

In this paper, we describe the structure and outline the content of a short tutorial on Ontology Alignment. The tutorial is planned in three parts within an overall timeframe of 90 minutes. Part 1 covers the fundamentals of ontology alignment and offers basic definitions, problem statements and problem classification based on the span, dynamics, direction, and distribution settings. This material is illustrated by: (i) using a walkthrough example of two elementary ontologies in Bibliographics domain; and (ii) offering a deeper discussion of one of the exemplar problems of ontology alignment – ontology instance migration – which has a practical utility for real world applications. The second part presents a software solution for ontology instance migration problem. The solution is demonstrated on the pair of Bibliographic ontologies of our walkthrough example. Part 3 puts ontology alignment in the context of several categories of applications which are important for the industries and the knowledge economy as a whole. The applications of ontology alignment in those categories are overviewed and requirements to the solutions are extracted.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Centralized Clustering Method To Increase Accuracy In Ontology Matching Systems

Ontology is the main infrastructure of the Semantic Web which provides facilities for integration, searching and sharing of information on the web. Development of ontologies as the basis of semantic web and their heterogeneities have led to the existence of ontology matching. By emerging large-scale ontologies in real domain, the ontology matching systems faced with some problem like memory con...

متن کامل

To repair or not to repair: reconciling correctness and coherence in ontology reference alignments

A recent development in the field of ontology matching is the alignment repair process, whereby mappings that lead to unsatisfiable classes are removed to ensure that the final alignment is coherent. This process was showcased in the Large Biomedical Ontologies track of OAEI 2012, where two repair systems (ALCOMO and LogMap) were used to create separate coherent reference alignments from the or...

متن کامل

Semantic Interoperability by Aligning Ontologies

A fundamental premise of the semantic web is that a level of interoperability is guaranteed among applications running in an open environment. By the use of ontologies applications are able to share information and exchange meaningful data. In this context ontology alignment is paramount to assure communication among applications. In this paper we propose an ontology alignment strategy based in...

متن کامل

Evaluating Ontology Alignment Systems in Query Answering Tasks

Ontology matching receives increasing attention and gained importance in more recent applications such as ontology-based data access (OBDA). However, query answering over aligned ontologies has not been addressed by any evaluation initiative so far. A novel Ontology Alignment Evaluation Initiative (OAEI) track, Ontology Alignment for Query Answering (OA4QA), introduced in the 2014 evaluation ca...

متن کامل

A Semantic Ontology Alignment Method

In the last years, ontologies become more and more popular in the e-learning domain. Ontology alignment is important for building flexible adaptive or personalized E-Learning applications. Latest research in ontology mapping show that complex ontology mapping methods are needed for achieving good quality mappings. This paper analyzes the specific mapping requirements in ELearning domain and pro...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2013