Computational Models of Tuberculosis

On 10th February, Michael Pitcher gave a talk on his upcoming work for his PhD.

Michael is a first-year PhD student based in the School of Computer Science, whose research also involves close collaboration with the School of Medicine. Michael’s work involves investigation of the use of computational models to simulate the progression and treatment of tuberculosis within individuals.
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Seminar: Slave to the Algo-Rhythm? Awaiting the Law Cavalry (Professor Lilian Edwards, Strathclyde)

The School of Computer Science welcomes Lilian Edwards, Professor of Internet Law at the University of Strathclyde.

Abstract:

There is considerable current concern about the decisions made wholly or partly by algorithms in our digital “big data society”: decisions which now include –

  • hiring, promoting and firing in the employment arena
  • profiling for surveillance by law enforcement as well as by private companies for tracking and marketing
  • dynamic alteration of pricing and access to goods
  • assessment of worth for admission to school, college or professions
  • health interventions and welfare distributions
  • access to news and political comment on social media

And many more.

This talk will discuss the underlying problems around algorithmic governance, including inter alia discrimination, social sorting, lack of transparency, restriction of human agency, acontextuality and other possibilities for error, which have received a great deal of publicity lately; and then more unusually, starts to conjecture what legal solutions may be available in the UK and EU to complement technological and other governance solutions.

Some attention has been attracted by an alleged new “right to an explanation” in the General Data Protection Regulation, art 13, which is in fact not new but has existed in the DPD since 19952. The problems with the right are twofold, one legal, one practical. First, there has always been a carve out from the right for the protection of trade secrets and intellectual property. This probably explains the absolute history of lack of use of this right throughout the EU. Recital 63 of the GDPR does however now counsel that this should not justify “a refusal to provide all information to the data subject” [emphasis added]. A second even more difficult obstacle is simply that no-one really knows how to present what goes on in the innards of a modern big data machine learning algorithm, which largely runs on correlation rather than causation, to non-experts.

While the latter may be seen as mainly a technological problem, a number of key legal issues have not yet really been ventilated. Are legal remedies concerning algorithmic transparency really best found in data protection law? Is transparency a useful remedy at all given the historic failure of notice and choice in privacy? Are individualistic legal remedies suitable for problems causing harms to society as a whole rather than noticeable harms to discrete individuals (another problem of which privacy scholars already have much experience?) Can better models for remedies be drawn from media, competition, employment or environmental law? Does the problem in the end fall so awkwardly between the stools of technological fixes and policy concern that neither camp really has the expertise or ability to produce solutions?

Bio:

Lilian Edwards is a leading academic in the field of Internet law. She has taught information technology law, e-commerce law, and Internet law at undergraduate and postgraduate level since 1996 and been involved with law and artificial intelligence since 1985. Her current research interests, while broad, revolve around the topics of online privacy, intermediary liability, cybercrime, Internet pornography, digital assets and digital copyright enforcement.

She worked at Strathclyde University from 1986–1988 and Edinburgh University from 1989 to 2006. She became Chair of Internet Law at the University of Southampton from 2006–2008, and then Professor of Internet Law at the University of Sheffield until late 2010, when she returned to Scotland to become Professor of E-Governance at Strathclyde University,while retaining close links with the renamed SCRIPT (AHRC Centre) at Edinburgh. Since 2011, she has been Chair of E-Governance at Strathclyde University.

She has co-edited (with Charlotte Waelde) three editions of a textbook, Law and the Internet; the third edition appeared in 2009.She won the Barbara Wellberry Memorial Prize in 2004 for work on online privacy. A sole edited collection of her essays, The New Legal Framework for E-Commerce in Europe, was published in 2005. She is Associate Director, and was co-founder, of the Arts and Humanities Research Council (AHRC) Centre for IP and Technology Law (now SCRIPT). Edwards has consulted inter alia for Google, Symantec, McAfee, the EU Commission, the OECD, and WIPO. Edwards co-chairs GikII, a annual series of international workshops on the intersections between law, technology and popular culture.

Since 2012, Edwards has been Deputy Director of CREATe, the Centre for Creativity, Regulation, Enterprise and Technology, a £5m Research Councils UK research centre about copyright and business models. She is also a frequent speaker in the media and has been invited to lecture in many universities in Europe, Asia, America, Australasia and most recently, South Africa.

Event details

  • When: 17th March 2017 14:00 - 15:00
  • Where: Cole 1.33b
  • Format: Seminar

Implementing Event-Driven Microservices Architecture using Functional programming

*PLEASE NOTE THIS TALK WILL TAKE PLACE IN BMS BUILDING – SEMINAR ROOM 113*

BIO: Nikhil Barthwal is a polyglot programmer currently working as a Senior Software Engineer at Jet.com, an e-commerce startup recently acquired by Walmart. He works in the Tools & Productivity team with the aim of making developers more productive, as well as improving the quality of the code. Outside of work, he is involved with local meetups in New York city where he gives talks on various topics related to technology. He holds a Master’s in Computer Science with special focus on Distributed Systems and a Bachelor’s in Electrical Engineering.

ABSTRACT: Web services are typically stateless entities, that need to operate at scale at large. Functional paradigm can be used to model these web services work and offer several benefits like scalability, productivity, and correctness.

This talk describes how Jet.com implemented their Event-Driven Microservices using F#. It covers topics like their Microservices, Event-Sourcing, Kafka, Build & Deployment pipeline. The objective of the talk is show how to create a scalable & highly distributed web service in F#, and demonstrate how various characteristics of functional paradigm capture the behavior of such services architecture very naturally.

Event details

  • When: 8th March 2017 15:00 - 16:00
  • Where: TBA
  • Series: CS Colloquia Series
  • Format: Colloquium, Seminar

SACHI Seminar: Dr Alice Toniolo – An argumentation-based approach to facilitate and improve human reasoning

Title:  An argumentation-based approach to facilitate and improve human reasoning.

Abstract:  The ability of understanding and reasoning about different alternatives for a decision is fundamental for making informed choices. Intelligent autonomous systems have the potential to improve the quality of human-decision making but the use of such systems may be hampered by human difficulties to interact and trust their outputs. This talk will focus on the potential of argumentation-based models of reasoning to support users in making sense of incomplete and inconsistent information.   I will present a tool called CISpaces (Collaborative Intelligence Spaces) that combines a graphical representation of arguments and autonomous reasoning to facilitate collaboration in the context of intelligence analysis. I will present initial results from a few follow-up studies showing that argumentation may help bridge the gap between human and autonomous reasoning.

Biography:  Dr Alice Toniolo has joined the School of Computer Science as a lecturer in October 2016. Previously Alice was a Research Fellow in the Agent, Reasoning and Knowledge group in the Computing Science Department at the University of Aberdeen, where she was also awarded her PhD. Her research interests are within multi-agent systems to support human reasoning and decision-making. In particular, she is interested in computational argumentation-based models of reasoning with recent applications in intelligence analysis, social media and the built environment. Alice has also worked with researchers within Philosophy to investigate rich forms of deliberation dialogue.

Event details

  • When: 28th February 2017 14:00 - 15:00
  • Where: Cole 1.33a
  • Format: Seminar

The technology driving the evolution of internet advertising, targeted advertising or intrusive surveillance?

BIO

 Tim Palmer read Computational Science in St Andrews graduating in 1993.

 Initially working for Oracle in London then San Francisco, he went on to work in Investment Banking Technology for over a decade.

 Most recently Tim was CTO for The Exchange Lab – a programmatic marketing company.

 He is now Senior Partner in Digiterre, a technology consultancy working for a wide variety of software projects across London.

 

ABSTRACT

 In 1997 internet advertising consisted of simple “click me” banner adverts.

 By 2011 around two hundred digital marketing firms followed us around the internet encouraging us to “complete that purchase”.

 Today more than four thousand technology firms provide marketing technology seemingly to help us keep track of The Kardashians.

 In the seminar, a simple HTML and JavaScript snippet will be used to explain the basics of digital marketing; how these building blocks are making fortunes for some and providing free internet for everyone; and how the technology presents a real challenge to protect our online privacy.

 Or to put it another way, the 8 Most Shocking Secrets of Digital Marketing – you won’t believe the 7th one.

 

Event details

  • When: 27th February 2017 14:00 - 15:00
  • Where: Cole 1.33b
  • Format: Colloquium, Seminar

Success in the Laidlaw Undergraduate Internship Programme in Research and Leadership

Congratulations to Patrick Schrempf and Billy Brown who have been successful in their applications for a Laidlaw Undergraduate Internship in Research and Leadership for 2017. You can read further details about Billy and Patrick below.

Billy Brown:

I’m a fourth year Computer Science student from Belgium with too much interest for the subject. I play and referee korfball for the university, and I am fascinated by Old English and Norse history and mythology. I plan on using the Laidlaw Internship programme to get into the field of Computer Science research.

Project summary:

The Essence Domain Inference project aims to improve automated decision making by optimising the understanding of the statements used to define a problem specification. As part of the compilation of the high level Essence specification language, this project would tighten the domains to which a specified problem applies, with a domain inference algorithm.

The work is very much in the context of the recently-announced EPSRC grant working on automated constraint modelling in an attempt to advance the state of the art in solving complex combinatorial search problems. The modelling pipeline is akin to a compiler in that we refine a specification in the Essence language Billy mentions down to a number of powerful solving formalisms. The work Billy plan is to improve the refinement process and therefore the performance of the solvers, leading to higher quality solutions more quickly.

Patrick Schrempf:
I am currently a third year Computer Science student from Vienna. After enjoying doing research with the St Andrews Computer Human Interaction (SACHI) group last year, I am looking forward to the Laidlaw Internship Programme. Apart from research and studying, I enjoy training and competing with the Triathlon Club and the Pool Society.
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Chris Norval wins best paper at Mining Online Health Reports workshop

St Andrews researchers Chris Norval and Tristan Henderson won the Best Paper award at the Mining Online Health Reports workshop, part of the ACM International Conference on Web Search and Data Mining (WSDM 2017). The workshop brought together experts from academia, industry and the health sector to discuss techniques and future priorities for analysing online data for health research.

Norval and Henderson’s paper argued that the successful exploitation of people’s social data requires new and usable methods of obtaining consent, and proposed the use of machine learning algorithms to predict when someone is likely to give consent for their data to be used. This work forms part of a Wellcome Trust funded project on understanding consent for sharing health data over online social networks.

 “Unfrying your brain with F#”  Andrea Magnorsky, Workday Software Ltd

Abstract

 F#, just like other non-pure functional languages, allows you find the sweet spot between FP practices and OO language pragmatism. Most of the advanced features of F# give you the power to change the language and to introduce a higher level of abstraction to your code. In this talk, we will discuss active patterns, computation expressions, parsers, using type providers and more. These language features help you make your code simpler and easier to maintain.

 

Bio

 I ended up as a Software Developer, I am pretty sure there was no other viable option. My current technical interests are F#, games, programming languages and philosophy of computing .

I really enjoy finding different ways to write code, sometimes for performance, other times for succinctness, sometimes, just because you can, there is no better way to learn than trying.

When I am not working I tend to play with Haskell or other languages or cats

Event details

  • When: 6th March 2017 16:00 - 17:00
  • Where: Cole 1.33a
  • Format: Colloquium, Seminar

Seminar: The technology driving the evolution of internet advertising, targeted advertising or intrusive surveillance?

“The technology driving the evolution of internet advertising, targeted advertising or intrusive surveillance?”

 Tim Palmer, Senior Partner, Digiterre (http://www.digiterre.com)

 

Event details

  • When: 27th February 2017 14:00 - 15:00
  • Where: Cole 1.33a
  • Series: CS Colloquia Series
  • Format: Seminar