The labour market in the Basque Country: University Employment Centers

This project is a study of the Labour Market in the Basque Country. First of all, we have analysed the position of the Basque Country in the European Union employment situation by gender and age. Secondly, we have studied the educational level of the Basque Country from the European Union perspective. Thirdly, we have showed the importance of labour orientation in educational level, especially in higher education. Finally, the design of new employment policies to promote the creation of jobs and stability of the labour market depends on: new industries and university employment policies.

Analysis, optimization and development of an answer scoring system

The main contribution of this work is to analyze and describe the state of the art performance as regards answer scoring systems from the SemEval- 2013 task, as well as to continue with the development of an answer scoring system (EHU-ALM) developed in the University of the Basque Country. On the overall this master thesis focuses on finding any possible configuration that lets improve the results in the SemEval dataset by using attribute engineering techniques in order to find optimal feature subsets, along with trying different hierarchical configurations in order to analyze its performance against the traditional one versus all approach. Altogether, throughout the work we propose two alternative strategies: on the one hand, to improve the EHU-ALM system without changing the architecture, and, on the other hand, to improve the system adapting it to an hierarchical con- figuration. To build such new models we describe and use distinct attribute engineering, data preprocessing, and machine learning techniques.

Veintisiete años después del «Auriñaciense y Perigordiense en el País Vasco». Nuevas investigaciones de campo acerca del Paleolítico superior Inicial en el País Vasco

[ES] Veintisiete años después de la publicación de la primera síntesis sobre el Paleolítico superior inicial en el País Vasco, nos proponemos actualizar esta temática de acuerdo a los avances desarrollados en la investigación de campo a lo largo de estos años. Valoramos como un hito el citado artículo debido a diferentes motivos, que se exponen con cierto detalle en el texto. Debido a diferentes circunstancias (que intentaremos exponer), se detecta un desfase creciente entre actividad de campo y publicación de resultados, que de no corregirse puede dar lugar a excavaciones inéditas y, por tanto, no productivas.

Geoarqueología y reconstrucción de contextos arqueológicos: Contribución y nuevas perspectivas desde el Área de Prehistoria de la Universidad del País Vasco

Homenaje a Ignacio Barandiarán Maestu / coord. por Javier Fernández Eraso, Juan Santos Yanguas.