FedSS (Federated Security Shield) is an ITEA2/CATRENE project in which I participate with workpackage on data cleaning. The Dutch-part of the funding has been approved. Hopefully the other partners also get the funding in their countries approved. When this happens, I have a PostDoc position available for 2.5 years.
Archive for » October, 2012 «
One of my PhD students, Mena Habib, has won the Best Student Paper Award at the 4th International Conference on Knowledge Discovery and Information Retrieval (KDIR 2012) in Barcelona, Spain, for our paper ”Improving Toponym Disambiguation by Iteratively Enhancing Certainty of Extraction”.
One of my PhD students, Mohammad Khelgati, has a paper on iiWAS 2012.
Size Estimation of Non-Cooperative Data Collections
Mohammad Khelghati, Djoerd Hiemstra, and Maurice van Keulen
With the increasing amount of data in deep web sources (hidden from general search engines behind web forms), accessing this data has gained more attention. In the algorithms applied for this purpose, it is the knowledge of a data source size that enables the algorithms to make accurate decisions in stopping the crawling or sampling processes which can be so costly in some cases . This tendency to know the sizes of data sources is increased by the competition among businesses on the Web in which the data coverage is critical. In the context of quality assessment of search engines , search engine selection in the federated search engines, and in the resource/collection selection in the distributed search field , this information is also helpful. In addition, it can give an insight over some useful statistics for public sectors like governments. In any of these mentioned scenarios, in the case of facing a non-cooperative collection which does not publish its information, the size has to be estimated . In this paper, the suggested approaches for this purpose in the literature are categorized and reviewed. The most recent approaches are implemented and compared in a real environment. Finally, four methods based on the modification of the available techniques are introduced and evaluated. In one of the modifications, the estimations from other approaches could be improved ranging from 35 to 65 percent.
The paper will be presented at the iiWAS 2012 conference, 3-5 Dec 2012, Bali, Indonesia [details]