Building the association catalog for books based on association linked network
ICWL'10 Proceedings of the 2010 international conference on New horizons in web-based learning
Association link network: an incremental web resources link model for learning resources management
ICWL'11 Proceedings of the 10th international conference on Advances in Web-Based Learning
| Hi-index | 0.00 |
Association Link Network (ALN) is used to establish associated relations among various resources, aiming at extending the hyperlink network World Wide Web to an association-rich network, for effectively supporting Web intelligence activities. Unfortunately, with the increase number of Web resources, the challenge of incremental building of ALN is on how to perform the association weight of the new coming Web resources efficiently and exactly. A naïve way is to compare every pair of data in the existing ALN, thus bearing a O(n2) time complexity. Given the scale of the Web, it is unrealistic to compute the association weight between the new coming Web data and each data in the existing ALN, respectively. In this paper, a new method based on All-Pairs algorithm for incremental building of ALN is proposed. The experiments and evaluations show that our incremental building method performs a high accuracy. Moreover, the scale-independent property of our method make it more appropriate to be used on the Web.