Indiscernibility and Vagueness in Spatial Information Systems

نویسنده

  • Karim Oukbir
چکیده

We investigate the use of the concept of indiscernibility and vagueness in spatial information systems. To represent indiscernibility and vagueness we use rough sets, respectively fuzzy sets. We introduce a theoretical model to support approximate queries in information systems and we show how those queries can be used to perform uncertain classifications. We also explore how to assess quality of uncertain classifications and ways to compare those classifications to each other in order to assess accuracies. We implement the query language in an SQL relational language to demonstrate the feasibility of approximate queries and we perform an experiment on real data using uncertain classifications. ISBN 91-7283-602-4 • TRITA-NA-0321 • ISSN 0348-2952 • ISRN KTH/NA/R-03/21-SE

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Properties of Rough Approximations

Rough set theory, introduced by Pawlak [10], is a mathematical formalism dealing with uncertainty and to some extent overlapping fuzzy set theory introduced by Zadeh [12]. In fuzzy set theory vagueness is expressed by a membership function. The rough set theory approach is based on indiscernibility relations and approximations. A major advantage of rough set theory is that it needs no prelimina...

متن کامل

Clustering Binary Data Based on Rough Set Indiscernibility Level

In this paper, we present a new method of clustering binary data based on the combination of indiscernibility and its indiscernibility level. As a motivation of this method we consider core concept of classical rough sets are clustering similarities and dissimilarities of objects based on the notions of indiscernibility and discernibility. The indiscernibility level quantifies the indiscernibil...

متن کامل

Foundations of Vagueness : a Category-theoretic Approach

The idea that vagueness has its origin in indiscernibility is not new. In this paper, we have tried to establish this thesis on a category-theoretic basis. In the process some other related notions, e.g. property, have been clari ed.

متن کامل

Uncertainty, Vagueness and Indiscernibility: the Impact of Spatial Scale in Relation to the Landscape Elements

Countryside agencies in the UK are interested in how to generate a range of Boolean maps whilst controlling uncertainties in ways that are appropriate to different landscape questions. This work illustrates the different effects of Bayes and Dempster-Shafer in combining ancillary information to augment remote sensing analyses. The example of translating between different habitat classifications...

متن کامل

مدل‌سازی روابط توپولوژیک سه بعدی فازی در محیط GIS

Nowadays, geospatial information systems (GIS) are widely used to solve different spatial problems based on various types of fundamental data: spatial, temporal, attribute and topological relations. Topological relations are the most important part of GIS which distinguish it from the other kinds of information technologies. One of the important mechanisms for representing topological relations...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2003