Ontological Matchmaking in Recommender Systems

The electronic marketplace offers great potential for the recommendation of supplies. In the so called recommender systems, it is crucial to apply matchmaking strategies that faithfully satisfy the predicates specified in the demand, and take into account as much as possible the user preferences. We focus on real-life ontology-driven matchmaking scenarios and identify a number of challenges, being inspired by such scenarios. A key challenge is that of presenting the results to the users in an understandable and clear-cut fashion in order to facilitate the analysis of the results. Indeed, such scenarios evoke the opportunity to rank and group the results according to specific criteria. A further challenge consists of presenting the results to the user in an asynchronous fashion, i.e. the 'push' mode, along with the 'pull' mode, in which the user explicitly issues a query, and displays the results. Moreover, an important issue to consider in real-life cases is the possibility of submitting a query to multiple providers, and collecting the various results. We have designed and implemented an ontology-based matchmaking system that suitably addresses the above challenges. We have conducted a comprehensive experimental study, in order to investigate the usability of the system, the performance and the effectiveness of the matchmaking strategies with real ontological datasets.Comment: 28 pages, 8 figure

Proceedings ICPW'07: 2nd International Conference on the Pragmatic Web, 22-23 Oct. 2007, Tilburg: NL

Proceedings ICPW'07: 2nd International Conference on the Pragmatic Web, 22-23 Oct. 2007, Tilburg: N

A Bandwidth-Conserving Architecture for Crawling Virtual Worlds

A virtual world is a computer-based simulated environment intended for its users to inhabit via avatars. Content in virtual worlds such as Second Life or OpenSimulator is increasingly presented using three-dimensional (3D) dynamic presentation technologies that challenge traditional search technologies. As 3D environments become both more prevalent and more fragmented, the need for a data crawler and distributed search service will continue to grow. By increasing the visibility of content across virtual world servers in order to better collect and integrate the 3D data we can also improve the crawling and searching efficiency and accuracy by avoiding crawling unchanged regions or downloading unmodified objects that already exist in our collection. This will help to save bandwidth resources and Internet traffic during the content collection and indexing and, for a fixed amount of bandwidth, maximize the freshness of the collection. This work presents a new services paradigm for virtual world crawler interaction that is co-operative and exploits information about 3D objects in the virtual world. Our approach supports analyzing redundant information crawled from virtual worlds in order to decrease the amount of data collected by crawlers, keep search engine collections up to date, and provide an efficient mechanism for collecting and searching information from multiple virtual worlds. Experimental results with data crawled from Second Life servers demonstrate that our approach provides the ability to save crawling bandwidth consumption, to explore more hidden objects and new regions to be crawled that facilitate the search service in virtual worlds

We will survive

Premio extraordinario de Trabajo Fin de Máster curso 2019/2020. Máster en Profesorado de Enseñanza Secundaria Obligatoria, Bachillerato, Formación Profesional y Enseñanza de Idioma

The suitability of care pathways for integrating processes and information systems in healthcare

Purpose: This paper examines the suitability of current care pathway modelling techniques for supporting business improvement and the development of information systems. This is in the light of current UK government policies advocating the use of care pathways as part of the £12.4 billion programme for IT and as a key strategy to reducing waiting times. Approach: We conducted a qualitative analysis of the variety in purpose, syntax and semantics in a selection of existing care pathways. Findings: Care pathways are typically modelled in an ad-hoc manner with little reference to formal syntax or semantics. Research limits: The research reviews a small selection of existing pathways. The feature set used for evaluation could be further refined. Future research should examine the suitability of applying existing process modelling techniques to care pathways and explore the motivations for modelling care pathways in an ad-hoc manner. Practical implications: The development of care pathways can aid process improvement and the integration of information systems. However, while syntax and semantics are not standardised the impact of care pathways in the work of Department of Health agencies, in particular Connecting for Health, is likely to be limited. Value: The results provide insight into the limitations of the state of the art in care pathway models. This highlights a significant omission in the Department of Health’s approach and identifies an important direction for further development that will aid Connecting for Health, healthcare organisations and healthcare professionals to deliver more effective services

Usage Bibliometrics

Scholarly usage data provides unique opportunities to address the known shortcomings of citation analysis. However, the collection, processing and analysis of usage data remains an area of active research. This article provides a review of the state-of-the-art in usage-based informetric, i.e. the use of usage data to study the scholarly process.Comment: Publisher's PDF (by permission). Publisher web site: books.infotoday.com/asist/arist44.shtm

Analyzing geographic query reformulation: an exploratory study

Search engine users typically engage in multiquery sessions in their quest to fulfill their information needs. Despite a plethora of research findings suggesting that a significant group of users look for information within a specific geographical scope, existing reformulation studies lack a focused analysis of how users reformulate geographic queries. This study comprehensively investigates the ways in which users reformulate such needs in an attempt to fill this gap in the literature. Reformulated sessions were sampled from a query log of a major search engine to extract 2,400 entries that were manually inspected to filter geo sessions. This filter identified 471 search sessions that included geographical intent, and these sessions were analyzed quantitatively and qualitatively. The results revealed that one in five of the users who reformulated their queries were looking for geographically related information. They reformulated their queries by changing the content of the query rather than the structure. Users were not following a unified sequence of modifications and instead performed a single reformulation action. However, in some cases it was possible to anticipate their next move. A number of tasks in geo modifications were identified, including standard, multi-needs, multi-places, and hybrid approaches. The research concludes that it is important to specialize query reformulation studies to focus on particular query types rather than generically analyzing them, as it is apparent that geographic queries have their special reformulation characteristics

Sometimes the Internet reads the question wrong: children’s search strategies & difficulties

When children search for information on a given topic, how do they go about searching for and retrieving information? What can their information seeking strategies tell us about the development of search interfaces for children's digital libraries, search engines and information repositories? We interviewed New Zealand (NZ) school children to seek insights into how they are conducting information searches during their education