The review process is over, the list of accepted papers is available at http://bis.kie.ae.poznan.pl/11th_bis/papers.php
Out of 18 submissions 10 papers were accepted which gives the workshop a 55% acceptance ratio. All accepted papers will be presented on May 6th, 2008. They will be also published altogether with presentation slides in open content proceedings of all BIS 2008 Workshops (at ceur-ws.org) as well as in a book or on CD.
I am happy to announce that my thesis titled People Search in the Enterprise has been completed and submitted to the committee.
The main focus in the thesis is on two main expertise retrieval tasks: (1) expert finding — identifying a list of people who are knowledgeable about a given topic (“Who are the experts on topic X?”) and (2) expert profiling — returning a list of topics that a person is knowledgeable about (“What topics does person Y know about?”). In the thesis, expertise retrieval is approached as an association finding task between people and topics.
The main contribution of the thesis is a generative probabilistic modeling framework for capturing the expert finding and profiling tasks in a uniform way. On top of this general framework two main families of models are introduced, by adapting generative language modeling techniques for document retrieval in a transparent and theoretically sound way.
Throughout the thesis we extensively evaluate and compare these baseline models across different organizational settings, and perform an extensive and systematic exploration and analysis of the experimental results obtained. We show that our baseline models are robust yet deliver very competitive performance.
Through a series of examples we demonstrate that our generic models are able to incorporate and exploit special characteristics and features of test collections and/or the organizational settings that they represent. Additionally, we address a number of related tasks, including finding similar experts, mining contact details of people, and enterprise document search.
Finally, we provide further examples that illustrate the generic nature of our baseline models and apply them to find associations between topics and entities other than people.
Assuming that the committee’s answer is affirmative, the thesis is going to be printed in early June 2008.
I took a little break from work so I could celebrate Christmas, spend time with the family, etc. I am back online now, and ready to commit myself to full-time thesis writing for the upcoming several weeks.
As to expert search material, here is a quick update.
- Our (me and Maarten de Rijke) recent paper titled Associating People and Documents has been accepted to ECIR 2008. Common to most expertise search approaches is a component that estimates the strength of the association between a document and a people. In this paper we perform a careful analysis and investigation of how different association methods contribute to performance. The camera-ready version of the paper will be available from the Publications page, after jan 11).
- We (me, Maarten, and Leif Azzopardi) submitted a paper titled A Language Modeling Framework for Expertise Search to the Information Processing and Management (IPM) journal. In this paper we introduce our language modeling approaches to expertise search in detail, and integrate these into a generative probabilistic framework. Since it is not a conference paper, it may take some time until it can be published.
There is some reading material from CIKM 2007:
- (Macdonald and Ounis)
Expertise drift and query expansion in expert search
- (Petkova and Croft)
Proximity-based document representation for named entity retrieval
- (Fu et al.)
A CDD-based formal model for expert finding (poster)
Looks like the topic of expertise retrieval is gaining more and more popularity in IR conferences. While browsing the list of accepted papers for ECIR 2008, I found 3 full papers (out of 33) and 1 short paper (out of 19) about expert search, which gives the topic a solid presence.
- (Serdyukov and Hiemstra)
Modeling documents as mixtures of persons for expert finding [full]
- (Balog and de Rijke)
Associating People and Documents [full]
- (Macdonald et al.)
High Quality Expertise Evidence for Expert Search [full]
- (Macdonald and Ounis)
Expert Search Evaluation by Supporting Documents [short]
2nd Workshop on Social Aspects of the Web (SAW 2008)
in conjunction with 11th International Conference on Business Information Systems (BIS 2008)
May 5, 6 or 7, 2008
Deadline for submissions:
January 12, 2008
Extended to: February 3, 2008