Simon Overell's
Publications

Theses

PhD Thesis. Geographic Information Retrieval: Classification, Disambiguation and Modelling
Imperial College London, 2009

My thesis aims to augment the Geographic Information Retrieval process with information extracted from world knowledge. This aim is approached from three directions: classifying world knowledge, disambiguating placenames and modelling users. Geographic information is becoming ubiquitous across the Internet, with a significant proportion of web documents and web searches containing geographic entities, and the proliferation of Internet enabled mobile devices. Traditional information retrieval treats these geographic entities in the same way as any other textual data. In this thesis I augment the retrieval process with geographic information, and show how methods built upon world knowledge outperform methods based on heuristic rules. The source of world knowledge used is Wikipedia. Wikipedia has become a phenomenon of the Internet age and needs little introduction. As a linked corpus of semi-structured data, it is unsurpassed. Two approaches to mining information from Wikipedia are rigorously explored: initially I classify Wikipedia articles into broad categories; this is followed by much finer classification where Wikipedia articles are disambiguated as specific locations. The thesis concludes with the proposal of the Steinberg hypothesis: By analysing a range of wikipedias in different languages I demonstrate that a localised view of the world is ubiquitous and inherently part of human nature. All people perceive closer places as larger and more important than distant ones. The core contributions of mythesis are in the areas of extracting information from Wikipedia, supervised placename disambiguation, and providing a quantitative model for how people view the world. The findings clearly have a direct impact for applications such as geographically aware search engines, but in a broader context documents can be automatically annotated with machine readable meta-data and dialogue enhanced with a model of how people view the world. This will reduce ambiguity and confusion in dialogue between people or computers.

@phdthesis{overellPhd,
author = {Simon Overell},
title = {{Geographic Information Retrieval: Classification, Disambiguation and Modelling}},
school = {Imperial College London},
year = {2009},
URL = {http://www.numenore.co.uk/wiki}
}

Master’s Thesis. TRIDE: Implementation of a Teleo-Reactive Integrated Development Environment
Imperial College London, 2005

My Masters thesis was a Teleo Reactive Integrated Development and Debugging Environment. It allows TR programs to be written and run on robots (currently implemented on the Lego Mindstorms RCX and the Acroname Garcia). Teleo-Reactive programs are simple hierarchical programs formalised by Nils Nilsson as a method of agent control.

@mastersthesis{overellMasters,
author = {Simon Overell},
title = {{T.R.I.D.E}},
school = {Imperial College London},
year = {2005},
URL = {http://www.doc.ic.ac.uk/~seo01/TRIDE/}
}

Simon Overell's Publications
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My PhD topic was Geographic Information Retrieval. I've written papers on Geographic Disambiguation and Modelling, Patents on Classification and Accurate NLP at Scale and given talks on Extracting Data from Wikipedia and the Web. For abstracts and citation details on all my publications click the boxes below.

Theses

PhD Thesis. Geographic Information Retrieval: Classification, Disambiguation and Modelling. (Imperial College London, 2009)

Master’s Thesis. TRIDE: Implementation of a Teleo-Reactive Integrated Development Environment. (Imperial College London, 2005)

Journal Articles

View of the world according to Wikipedia: Are we all little Steinbergs? (JOCS, 2011)

Using co-occurrence models for placename disambiguation. (IJGIS, 2008)

Conference & Workshop Papers

Classifying Tags using Open Content Resources. (WSDM, 2009, Barcelona)

Geographic Co-occurrence as a Tool for GIR. (GIR @ CIKM, 2007, Lisbon)
...

Invited Talks

I've given 9 invited talks covering my PhD, research at Yahoo! and work at True Knowledge.

Invited Articles

The Problem of Place Name Ambiguity (The SIGSPATIAL Special, 2011)

Are we getting it right? The results of the Student Survey (Informer, Spring 2008)

Patents

I've written a various patents all broadly related to classification. Four have been granted with previous employers and two are pending with Spider.io.

Evaluation Conference Papers

A key part of Information Retrieval is evaluation. Due to the efforts of the TREC and CLEF conferences there are now a series of standardised data sets for these evaluations. I've taken part in three CLEF conferences and one TREC conference, publishing 10 papers.

Posters

Distribution of Location References in Wikipedia (The Future of Multimedia Knowledge Management 2008, Milton Keynes)

SIRIL: A multidimensional browsing framework (MMKM Workshop 2007, Milton Keynes)

Citations

Both Google Scholar and Microsoft Academic Search maintain co-author and citation lists.