The SOFIA analytic recommender system helps non-expert users to select analytics (algorithms and their implementations) to fulfill a data mining task in an effective manner. The recommender is a novel framework that applies an ontology-driven approach to recommend a ranked list of analytics to fulfill a task based on the characteristics of the given dataset. SOFIA relies on an ontological repre...

Smart-M3 is an open-source platform that provides the multi-agent distributed application with the shared view of dynamic knowledge and services in ubiquitous computing environments. Smart-M3 semantic information broker maintains smart space in low-level terms of triples, based on resource description framework (RDF). Smart-M3 application consists of agents (also known as Smart-M3 knowledge pro...

We describe the need for a Foundational Model of Physiology (FMP) as a reference ontology for "functional bioinformatics". The FMP is intended to support symbolic lookup, logical inference and mathematical analysis by integrating descriptive, qualitative and quantitative functional knowledge. The FMP will serve as a symbolic representation of biological functions initially pertaining to human p...

In this paper we present a simple and didactic methodology to design an ontology for educational purposes. This methodology considers and incorporates the steps of the most outstanding methodologies for ontology design. Some of the reported methodologies specialize on the analysis of the knowledge domain, others in the formality of some of the language used to define it, others in the evaluatio...

The Gene Ontology is an important tool for the representation and processing of information about gene products and functions. It provides controlled vocabularies for the designations of cellular components, molecular functions, and biological processes used in the annotation of genes and gene products. These constitute three separate ontologies, of cellular components), molecular functions and...

We propose an IDE – Integrated Development Environment to model SBVR (Semantic of Business Vocabulary and Business Rule) compliant business rules [2] extracted from business contract of services and store them in an ontological structure of rules, facts and terms as defined in the SBVR metamodel. Business rules are based on principles of deontic logic for treating expressions in the form of nor...

This chapter proposes to the discussion a set of principles for a design-oriented analysis of technico-organisational systems as dynamic, living, social and cultural systems, through eleven questions. After developing an ontological notion of complexity adequate to technico-organisational systems, these questions deal with the different theoretical, epistemological and methodological (data coll...

The increased sensitivity of engineered products to external forces requires new computer-based design tools that can express the richness and complexity of product knowledge. This paper is a progress report of the author's research towards the development of such a knowledge-based design tool, called the Design Knowledge Speciication Language (DKSL). A key goal is to ensure the maximum possibl...