Towards semantic web mining

Semantic Web Mining aims at combining the two fast-developing research areas Semantic Web and Web Mining. The idea is to improve, on the one hand, the results of Web Mining by exploiting the new semantic structures in the Web; and to make use of Web Mining, on overview of where the two areas meet today, and sketches ways of how a closer integration could be profitable.

Semantic web mining and the representation, analysis, and evolution of web space

Semantic Web Mining aims at combining the two fast-developing research areas Semantic Web and Web Mining. This survey analyzes the convergence of trends from both areas: Growing numbers of researchers work on improving the results of Web Mining by exploiting semantic structures in the Web, and they use Web Mining techniques for building the Semantic Web. Last but not least, these techniques can be used for mining the Semantic Web itself. The second aim of this paper is to use these concepts to circumscribe what Web space is, what it represents and how it can be represented and analyzed. This is used to sketch the role that Semantic Web Mining and the software agents and human agents involved in it can play in the evolution of Web space.

Semantic web mining

Semantic Web Mining aims at combining the two fast-developing research areas Semantic Web and Web Mining. This survey analyzes the convergence of trends from both areas: an increasing number of researchers is working on improving the results of Web Mining by exploiting semantic structures in the Web, and they make use of Web Mining techniques for building the Semantic Web. Last but not least, these techniques can be used for mining the Semantic Web itself. The Semantic Web is the second-generation WWW, enriched by machine-processable information which supports the user in his tasks. Given the enormous size even of today’s Web, it is impossible to manually enrich all of these resources. Therefore, automated schemes for learning the relevant information are increasingly being used. Web Mining aims at discovering insights about the meaning of Web resources and their usage. Given the primarily syntactical nature of the data being mined, the discovery of meaning is impossible based on these data only. Therefore, formalizations of the semantics of Web sites and navigation behavior are becoming more and more common. Furthermore, mining the Semantic Web itself is another upcoming application. We argue that the two areas Web Mining and Semantic Web need each other to fulfill their goals, but that the full potential of this convergence is not yet realized. This paper gives an overview of where the two areas meet today, and sketches ways of how a closer integration could be profitable.

Prototype of a Configurable Web-Based Assessment System

The MIT Prototype Educational Assessment System provides subjects and courses at MIT with the ability to perform online assessment. The system includes polices to handle harassment and electronic "flaming" while protecting privacy. Within these frameworks, individual courses and subjects can make their own policy decisions about such matters as to when assessments can occur, who can submit assessments, and how anonymous assessments are. By allowing assessment to take place continually and allowing both students and staff to participate, the system can provide a forum for the online discussion of subjects. Even in the case of scheduled assessments, the system can provide advantages over end-of-term assessment, since the scheduled assessments can occur several times during the semester, allowing subjects to identify and adjust those areas that could use improvement. Subjects can also develop customized questionnaires, perhaps in response to previous assessments, to suit their needs.

Context Mediation in the Semantic Web: Handling OWL Ontology and Data Disparity through Context Interchange

The COntext INterchange (COIN) strategy is an approach to solving the problem of interoperability of semantically heterogeneous data sources through context mediation. COIN has used its own notation and syntax for representing ontologies. More recently, the OWL Web Ontology Language is becoming established as the W3C recommended ontology language. We propose the use of the COIN strategy to solve context disparity and ontology interoperability problems in the emerging Semantic Web – both at the ontology level and at the data level. In conjunction with this, we propose a version of the COIN ontology model that uses OWL and the emerging rules interchange language, RuleML.

Validating Co-Training Models for Web Image Classification

Co-training is a semi-supervised learning method that is designed to take advantage of the redundancy that is present when the object to be identified has multiple descriptions. Co-training is known to work well when the multiple descriptions are conditional independent given the class of the object. The presence of multiple descriptions of objects in the form of text, images, audio and video in multimedia applications appears to provide redundancy in the form that may be suitable for co-training. In this paper, we investigate the suitability of utilizing text and image data from the Web for co-training. We perform measurements to find indications of conditional independence in the texts and images obtained from the Web. Our measurements suggest that conditional independence is likely to be present in the data. Our experiments, within a relevance feedback framework to test whether a method that exploits the conditional independence outperforms methods that do not, also indicate that better performance can indeed be obtained by designing algorithms that exploit this form of the redundancy when it is present.

Coneixmedi: una web colaborativa orientada al desarrollo de competencias profesionales en la formación de maestros y maestras

Esta experiencia se ha desarrollado en el marco de una convocatoria del Departament d’Universitats de la Generalitat de Catalunya (2004-2007), dirigida a promover trabajos conjuntos entre el profesorado de la universidad y el de educación Infantil, Primaria y Secundaria. El tema del proyecto es: “La identidad y la diversidad en un mundo globalizado”. Con él se pretende innovar los planteamientos y recursos del estudio del medio en la educación Infantil y Primaria, a partir de las experiencias y aportaciones de los centros educativos y los trabajos prácticos de nuestros estudiantes

Anàlisi, disseny i implementació de la nova web del trampolí tecnològic de la UdG

Creació d’un portal web amb informació sobre el Trampolí Tecnològic de la UdG (activitats, ofertes, etc.), i disseny d'una intranet que permeti al trampolí gestionar les diferents funcions que s'hi duen a terme (gestió dels diferents gestors de projectes, projectes que es tutelen, emprenedors i inversors que intervenen, ajudes que es poden rebre, etc.)

Aplicació web per la gestió de l'Escola Universitària d'Hostalaria i Turisme de Sant Pol de Mar

Disseny i creació d'una nova pàgina web per a l'Escola Universitària d'Hostalaria i Turisme de Sant Pol de Mar

Portal web per la localitzacó de restaurants

Desenvolupament,anàlisi, disseny i implementació d’un portal web, tipus cercador, per la recerca i localització d’establiments tipus restaurant, bars, bufets, etc,. Per altra banda es pretén oferir un sistema de gestió d’informació on les empreses del sector gastronòmic puguin mostrar la seva informació i la seva oferta

La Web 2.0 en la enseñanza de introducción a la arquitectura

Introducción a la Arquitectura es una asignatura de primer curso que se imparte en la Escuela de Arquitectura de la Universidad de A Coruña. En ella se pretende iniciar la formación del futuro profesional atendiendo desde el comienzo, al triple soporte reflexivo, proyectivo y constructivo del hecho arquitectónico: Se trata de despertar o acrecentar el interés por la Arquitectura y por su razón de ser, aproximándose a su concepto desde una visión teórica e histórica, y fomentando la capacidad analítica, el sentido crítico y el desarrollo lógico del alumno en el territorio propio de la arquitectura, que va desde el urbanismo hasta el diseño elemental. El camino hacia la inminente implantación del Proceso de Bolonia, donde el nuevo concepto de crédito europeo matiza la necesidad de control y responsabilidad de y hacia el alumno, así como la redefinición del sistema universitario a partir del acceso a la sociedad del Conocimiento, nos conduce a la necesidad de incorporar las nuevas tecnologías como nuevo modo de control y relación profesor-alumno dentro de la asignatura. Dentro de este planteamiento se ha trabajado desde hace dos años utilizando herramientas Web 2.0 tanto como elementos de comunicación y debate entre profesores y alumnos como entre los propios alumnos, lo que nos permite realizar un análisis de experiencias y valorar críticamente los resultados obtenidos

Aplicación de gestión y web para un criadero-residencia canino.

El objetivo de este proyecto es implementar un sitio Web i un programa gestor de datos para el criadero/residencia canino De La Serranía (Madrid). Gracias al desarrollo de esta aplicación y del sitio Web se conseguirá que el cliente suprima el uso de todo el papel utilizado anteriormente para guardar la información relativa a clientes, animales y entradas a la residencia, podrá controlar la ocupación de la residencia y generar automáticamente las facturas, crear automáticamente árboles genealógicos de todos los ejemplares registrados, mejorar el rendimiento del criadero gracias a la opción que controla los datos de cría de cada animal: fecha de monta, fecha de parto, resultados de cada parto, etc. y controlar los gastos y ganancias de la empresa