ImageNotion: Methodology, Tool Support and Evaluation
نویسندگان
چکیده
The content of image archives changes rapidly. This makes the traditional separation of ontology development and image annotation steps no longer feasible. In this paper, we present an approach, termed ImageNotion that allows for the collaborative development of domain ontologies directly by domain experts with minimal ontology experience. ImageNotion is both a methodology based on the idea of the ontology maturing model, and the name of the tool supporting this methodology. ImageNotion embeds the creation of ontology entities, termed imagenotions, into the work process of creating semantic annotations of images and their parts. Both the creation of imagenotions and the creation of image annotations are visual, user friendly processes, implemented by a web application that integrates all of the required functionality in one consistent framework. Besides the theoretical concepts, this paper also presents the results of our evaluation of the system with experienced image annotators and librarians having minimal ontology background.
منابع مشابه
IMAGENOTION - Collaborative Semantic Annotation of Images and Image Parts and Work Integrated Creation of Ontologies
In this paper, we present the ImageNotion tool that allows for the semantic annotation of images and image parts together with the maturing of ontologies in a work integrated environment. The tool uses our ImageNotion methodology for ontology development.
متن کاملThe Utility of Specific Relations in Ontologies for Image Archives
The ImageNotion methodology and tools [Walter and Nagypal (2007)] support collaborative ontology creation and semantic image annotation in one integrated web-based application. In previous evaluations, we received very positive feedback from our users about this visual methodology. Users found the approach understandable and useful. So far, the ImageNotion methodology supports for the sake of s...
متن کاملImageNotion as a Mashup Service for a Semantic Image Web?
Most web image archives still use plain text to annotate images. The ImageNotion system ([1] [2]) extends the state-of-the-art by providing semantic annotation of images and their parts. In this paper, we show how to implement a mashup of ImageNotion with popular web image archives such as Flickr. This allows our users to load the images from external image platforms in ImageNotion and to autom...
متن کاملThe Application of Least Square Support Vector Machine as a Mathematical Algorithm for Diagnosing Drilling Effectivity in Shaly Formations
The problem of slow drilling in deep shale formations occurs worldwide causing significant expenses to the oil industry. Bit balling which is widely considered as the main cause of poor bit performance in shales, especially deep shales, is being drilled with water-based mud. Therefore, efforts have been made to develop a model to diagnose drilling effectivity. Hence, we arrived at graphical cor...
متن کاملA new evaluation model for selecting a qualified manager by using fuzzy Topsis approach
Considering the contemporary business settings, managers’ role is more than essential to the viability and further development of an organization. Managers should possess such skills in order to effectively cope with the competition. Multiple attributes decision making (MADM) is an approach employed to solve problems involving selection from among a finite number of alternatives. The aim of thi...
متن کامل