The Open University ’ s repository of research publications and other research outputs Aggregating Research Papers from Publishers ’ Systems to Support Text and Data Mining : Deliberate Lack of Interoperability or Not ?

Aggregating Research Papers from Publishers’ Systems to Support Text and Data Mining: Deliberate Lack of Interoperability or Not?

In the current technology dominated world, interoperability of systems managed by different organisations is an essential property enabling the provision of services at a global scale. In the Text and Data Mining field (TDM), interoperability of systems offering access to text corpora offers the opportunity of increasing the uptake and impact of TDM applications. The global corpus of all resear...

Cross - Platform Text Mining and Natural Language Processing Interoperability PROCEEDINGS

In the current technology dominated world, interoperability of systems managed by different organisations is an essential property enabling the provision of services at a global scale. In the Text and Data Mining field (TDM), interoperability of systems offering access to text corpora offers the opportunity of increasing the uptake and impact of TDM applications. The global corpus of all resear...

The Open University ’ s repository of research publications and other research outputs Can text structure be incompatible

The Open University ’ s repository of research publications and other research outputs How do some concepts vanish over time ?

This paper presents the current stage of my PhD research focused on the use of machine learning in supporting the human learn from examples. I present here an approach to answer how some concepts change their contexts in time, using two techniques suitable for indexing and data mining: latent semantic indexing (LSI) and the APRIORI algorithm.

The Open University ’ s repository of research publications and other research outputs Understanding research dynamics

Rexplore leverages novel solutions in data mining, semantic technologies and visual analytics, and provides an innovative environment for exploring and making sense of scholarly data. Rexplore allows users: 1) to detect and make sense of important trends in research; 2) to identify a variety of interesting relations between researchers, beyond the standard co-authorship relations provided by mo...