Simple Bayesian Model for Bitmap Compression

Bitmaps are a useful, but storage voracious, component of many information retrieval systems. Earlier efforts to compress bitmaps were based on models of bit generation, particularly Markov models. While these permitted considerable reduction in storage, the short memory of Markov models may limit their compression efficiency. In this paper we accept the state orientation of Markov models, but introduce a Bayesian approach to assess the state; the analysis is based on data accumulating in a growing window. The paper describes the details of the probabilistic assumptions governing the Bayesian analysis, as well as the protocol for controlling the window that receives the data. We find slight improvement over the best performing strictly Markov models.     

设计素描探微

设计素描是近年来在设计艺术领域里设置的一门新的基础课程,在实践和理论上仍处于探索阶段。设计素描要注重培养造型意识和审美能力,并将设计思维贯穿于整个素描中。     

Object-relational data modelling for informetric databases

Informetric researchers have long chafed at the limitations of bibliographic databases for their analyses, without being able to visualize or develop real solutions to the problem. This paper describes a solution developed to provide for the specialist needs of informetric researchers. In a collaborative exercise between the fields of computer science and informetrics, data modelling was used in order to address the requirements of complex and dynamic informetric data. This paper reports on this modelling experience with its aim of building an object-relational database (ORDB) for informetric research purposes. The paper argues that ORM (object-relational model) is particularly suitable because it allows for the modelling of complex data and accommodates the various data source formats and standards used by a variety of bibliographic databases. Further, ORM captures the dynamic nature of informetric data by allowing user-defined data types and by embedding basic statistical calculating tools as object functions in these user-defined data types. The main ideas of the paper are implemented in an Oracle database management system.     

Non-equal-interval direct optimizing Verhulst model that x(n) be taken as initial value and its application

To overcome the deficiencies of the existing Verhulst GM(1,1) model, based on the existing grey theory, a non-equal-interval direct optimum Verhulst GM(1,1) model is built which chooses a modified n-th component x(n) of X(0) as the starting condition of the grey differential model. It optimizes a modified β value and the background value, and takes two times fitting optimization. The new model extends equal intervals to non-equal-intervals and is suitable for general data modelling and estimating parameters...     

Para‐teacher scheme and quality education for all in India: policy perspectives and challenges for school effectiveness

This paper argues that the concepts, beliefs and understandings of local and non‐local teacher educators in a Hong Kong university are grounded in their own cultural cognition and antecedents. It presents the viewpoint that contemporary notions of good practice were compromised when applied to a context that is strongly influenced by the tenets of Confucianism. Thus the conclusion is that the contingencies of teaching and learning contexts are sufficiently different to compromise the goal of having pre‐constructed notions of good teaching. The alternative is that university tutors and future researchers re‐conceptualise good teaching practices within a context that gives it meaning and purpose.