Title :
Diagen: A model-based bioinformatic tool for genetic analysis
Author :
Villanueva, Maria Jose ; Guzmán, Ana Rosa ; Valverde, Francisco ; Levin, Ana M.
Author_Institution :
Centro de Investig. en Metodos de Produccion de Software, Univ. Politec. de Valencia, Valencia, Spain
Abstract :
Geneticists that use software tools to carry out their diagnosis claim that current solutions do not fulfill completely their requirements. From an Information System perspective, this issue is a consequence of the lack of formal data descriptions, which has led to genetic repositories full of heterogeneous data and inconsistencies. Simultaneously, the same lack of formalization is perceived in software tools for genetic data analysis. As a solution, we provide a unified view that formalizes genetic concepts through the definition of a Conceptual Schema of the Human Genome (CSHG). In order to demonstrate the benefits of this approach, a Web application for genetic analysis, named Diagen, has been developed applying the aforementioned CSHG: Diagen is a model-based tool since each of its software components is a projection of the CSHG proposed.
Keywords :
Internet; bioinformatics; data analysis; genetics; genomics; medical information systems; CSHG; Diagen; Web application; conceptual schema of the human genome; data inconsistency; formal data descriptions; genetic data analysis; genetic repositories; geneticists; heterogeneous data; information system; model-based bioinformatic tool; software components; software tools; Analytical models; Bioinformatics; Biological system modeling; Genomics; Humans; Software; Bioinformatics; Conceptual Modeling; Genetic analysis; Model-driven development;
Conference_Titel :
Research Challenges in Information Science (RCIS), 2012 Sixth International Conference on
Conference_Location :
Valencia
Print_ISBN :
978-1-4577-1936-3
Electronic_ISBN :
2151-1349
DOI :
10.1109/RCIS.2012.6240415