All posts by Mark Vreijling

May 25, 2009

Equity markets and The News – Part I

Traditional economic theory has a well defined position regarding the possible effectiveness of news to determine the future behaviour of equity markets.

One of the basic assumptions, that equity prices essentially perform a random walk around the prevailing trend, would appear to foreclose any likelihood of outperforming the market for any significant period of time. It is claimed that the sheer number and interconnectedness of the variables determining the outcome leads to an intricate interdependent system that can only effectively be modelled using the mathematical concept of a non-linear dynamic system. The essence of a non-linear dynamic system is that minute – practically undetectable – changes in entry conditions may well lead to very significant differences in the outcome. Thus, effectively preventing any meaningful predictions about the future outcome, even if all entry conditions were known.

This leads to a situation of uncertainty which is graphically illustrated by prof. John Allen Paulos (1). He state that all equity market assessments essentially state that “Things will continue roughly as they have been” with the added clause “Until something changes”.

 

May 25, 2009

Equity markets and The News – Part II

The relationship between news articles and the behaviour of the stock market has received steady interest by the scientific research community over the last 40 years. With the emergence of effective text analysis technology, and recently with the onset of semantic processing, efforts to capture this relationship have been intensified with (among many others) the following interesting results.

 

March 23, 2009

Semlab researches spatial reasoning in Solim project

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The Solim project is now well on its way. Semlab, with partners Picsearch, Tilde and AGMlab are researching the possibilities of image-based content management.

The objective of the Solim project is to improve context-aware information analysis by expansion of state of the art ontology languages and their support for automated reasoning by adding a spatial dimension. This will enable semantic systems to venture beyond a static world and add the concepts of space and change.

Current technological tools for describing semantic knowledge are incapable of adequately supporting automated reasoning on the inherent spatial properties of concepts. Information with a spatial component can be described by using an ontology that treats locations as ordinary concepts. However, in doing so the temporal-spatial consequences of the described events (locations and movement) are lost in the formalisation. This means that knowledge about the spatial aspects (such as orientation, dimension, scale, location and movement of a concept) cannot be efficiently described inside the ontology, even though it comprises valid and persistent knowledge about the domain. Spatial properties can only be dealt with in an ad-hoc manner while these are among the basic properties of physical concepts expressed in many ontologies.

The Solim project extends the ontology web language OWL so that it can support effective storage and reasoning on spatial information, and will demonstrate the power of such an extension with automatic processing of textual and graphical information.

 

March 20, 2009

Welcome to Semlab’s blog

Welcome to Semlab’s blog. Semlab is a research and development company that focuses on knowledge discovery and decision support. Our products include ViewerPro (semantic analysis of economic news) and Meditra (decision suppport for triagist).

This blog will be used to keep you up to date on new developments of our products and research activities in computational linguistics, fuzzy logic, sematic web technologies, user interface design and many other related issues.