Location Anonymization With Considering Errors and Existence Probability

Mobile devices that can sense their location using GPS or Wi-Fi have become extremely popular. However, many users hesitate to provide their accurate location information to unreliable third parties if it means that their identities or sensitive attribute values will be disclosed by doing so. Many approaches for anonymization, such as k-anonymity, have been proposed to tackle this issue. Existing studies for k-anonymity usually anonymize each user\u27s location so that the anonymized area contains k or more users. Existing studies, however, do not consider location errors and the probability that each user actually exists at the anonymized area. As a result, a specific user might be identified by untrusted third parties. We propose novel privacy and utility metrics that can treat the location and an efficient algorithm to anonymize the information associated with users\u27 locations. This is the first work that anonymizes location while considering location errors and the probability that each user is actually present at the anonymized area. By means of simulations, we have proven that our proposed method can reduce the risk of the user\u27s attributes being identified while maintaining the utility of the anonymized data

Are Library and Information Science Journals Becoming More Internationalized? A Longitudinal Study of Authors' Geographical Affiliations in 20 LIS Journals from 1981 to 2003

This paper examines journal publications in the field of library and information science (LIS) to assess the level of internationalization in their publications authorship pattern. The international production and communication of scholarly knowledge is crucial to the growth of a discipline. Recent advancement in communication technology and the rise of globalization have led to the hope of a more balanced flow of scientific knowledge. Nevertheless, scholars also cautioned the possibility of a global digital divide and a widening knowledge gap. This study analyzed the geographical affiliations of authors in 20 international LIS journals to track the longitudinal changes in LIS authorship pattern. Findings suggest an increase in the internationalization of LIS authorships over the years. However, the LIS authorship distribution was still highly uneven in 2003 (Gini coefficient = 0.95). Economic power is still found to be a moderate predictor of publication performance. The findings of this study suggest that, at the moment of the writing, there is still room for the LIS field to be more internationalized. Further research is needed to identify the barriers in international scholarly communication and to explore the implications of such a communication pattern on scientific development and global equality