WEB MINING Link Analysis Search Engines User s Web Behavior HITS Algorithm Fuzzy Cognitive Map Radial Basis Function PageRank Algorithm Interior Point Method Fuzzy Bags Rgeression Models Rough Sets Information Theory Thisbookpresentsaspeci?cand uni?ed approach framework to three- jor components: Search Engines Performance, Link Analysis, and User s Web Behavior. TheexplosivegrowthandthewidespreadaccessibilityoftheWWW has led to a surge of research activity in the area of information retrieval on VI Preface the WWW. The three aspects of web mining follow the taxonomy of the above diagram: Link Analysis, Search engines, and User s web behavior are considered in the unifying approach. The book is organized in three sections as follows: 1. In section I of the book (chapters 2 4) we study Link Analysis within the hubs and authorities framework. Link Analysis is the science of hyperlink structures ranking, which are used to determine the relative authority of a Web page and produce improved algorithms for the ranking of Web search results. We use the HITS Algorithm developed by Kleinberg and we propose to study HITS in a 2-D new space: In-degree and Out Degree variables. After we categorize each web page into a speci?c toplogy we study the impact of each web topology on HITS in the new 2-D space. We describe why HITS does not fare well in almost all the di?erent topologies of web graphs. We also describe the PageRank Algorithm in this new 2-D space."
There is a growing body of historical literature on the importance of John Owen. Ryan M. McGraw seeks to reassess Owen's theology in light of the way in which he connected his trinitarian piety to his views of public worship. McGraw argues that Owen's teaching on communion with God as triune was the foundation of his views of public worship and that he regarded public worship as the highest expression of communion with the triune God. These themes not only highlight Owen's context as a Reformed orthodox theologian, but the distinctive influence of English Puritanism on his theological emphases. The connection between his practical trinitarianism and public worship runs through the course of his writings and every major area of his theology. These include the nature of theology, the knowledge of God, the doctrine of the Trinity, public worship, spiritual affections, apostasy, covenant theology, ecclesiology, and Christology. This work treats these themes in Owen's thought and shows how they intersect and are intertwined with the Trinity and public worship. In addition, this book provides a detailed exposition of the parts of Reformed worship. While other works have treated the centrality of his trinitarianism in his theology, few have acknowledged the importance of public worship in his thinking. This research concludes that communion with God in public worship was integral to Owen's practical trinitarian theology.
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