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Author: Touhid Bhuiyan
Publisher: Springer Science & Business Media
ISBN: 1461468957
Category : Computers
Languages : en
Pages : 123
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Book Description
Recommender systems are one of the recent inventions to deal with the ever-growing information overload in relation to the selection of goods and services in a global economy. Collaborative Filtering (CF) is one of the most popular techniques in recommender systems. The CF recommends items to a target user based on the preferences of a set of similar users known as the neighbors, generated from a database made up of the preferences of past users. In the absence of these ratings, trust between the users could be used to choose the neighbor for recommendation making. Better recommendations can be achieved using an inferred trust network which mimics the real world “friend of a friend” recommendations. To extend the boundaries of the neighbor, an effective trust inference technique is required. This book proposes a trust interference technique called Directed Series Parallel Graph (DSPG) that has empirically outperformed other popular trust inference algorithms, such as TidalTrust and MoleTrust. For times when reliable explicit trust data is not available, this book outlines a new method called SimTrust for developing trust networks based on a user’s interest similarity. To identify the interest similarity, a user’s personalized tagging information is used. However, particular emphasis is given in what resources the user chooses to tag, rather than the text of the tag applied. The commonalities of the resources being tagged by the users can be used to form the neighbors used in the automated recommender system. Through a series of case studies and empirical results, this book highlights the effectiveness of this tag-similarity based method over the traditional collaborative filtering approach, which typically uses rating data. Trust for Intelligent Recommendation is intended for practitioners as a reference guide for developing improved, trust-based recommender systems. Researchers in a related field will also find this book valuable.
Author: Touhid Bhuiyan
Publisher: Springer Science & Business Media
ISBN: 1461468957
Category : Computers
Languages : en
Pages : 123
Get Book Here
Book Description
Recommender systems are one of the recent inventions to deal with the ever-growing information overload in relation to the selection of goods and services in a global economy. Collaborative Filtering (CF) is one of the most popular techniques in recommender systems. The CF recommends items to a target user based on the preferences of a set of similar users known as the neighbors, generated from a database made up of the preferences of past users. In the absence of these ratings, trust between the users could be used to choose the neighbor for recommendation making. Better recommendations can be achieved using an inferred trust network which mimics the real world “friend of a friend” recommendations. To extend the boundaries of the neighbor, an effective trust inference technique is required. This book proposes a trust interference technique called Directed Series Parallel Graph (DSPG) that has empirically outperformed other popular trust inference algorithms, such as TidalTrust and MoleTrust. For times when reliable explicit trust data is not available, this book outlines a new method called SimTrust for developing trust networks based on a user’s interest similarity. To identify the interest similarity, a user’s personalized tagging information is used. However, particular emphasis is given in what resources the user chooses to tag, rather than the text of the tag applied. The commonalities of the resources being tagged by the users can be used to form the neighbors used in the automated recommender system. Through a series of case studies and empirical results, this book highlights the effectiveness of this tag-similarity based method over the traditional collaborative filtering approach, which typically uses rating data. Trust for Intelligent Recommendation is intended for practitioners as a reference guide for developing improved, trust-based recommender systems. Researchers in a related field will also find this book valuable.
Author: Isaac Oduro Amoako
Publisher: Springer
ISBN: 3319983954
Category : Business & Economics
Languages : en
Pages : 295
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Book Description
This book highlights the importance of understanding how trust and indigenous African cultural institutions enhance the development of entrepreneurial networks and relationships in Africa. Drawing on institutional theories, the author re-examines the way that entrepreneurial behaviour can be shaped, with a focus on trust, networks and the development of relationships. Analysing a combination of existing literature and empirical data from 50 internationally trading SMEs in Africa, this book reflects the growing interests of entrepreneurs, investors and corporate executives to develop trust and relationships with customers in order to invest and grow. By addressing the need for a greater understanding of how social and cultural institutions in Africa affect the continent’s economy, this book not only offers theoretical frameworks, but also future implications for practice and policy, and will provide essential reading for those studying emerging markets and globalisation, African business, and entrepreneurship more generally.
Author: Martin Hawes
Publisher: Penguin Random House New Zealand Limited
ISBN: 0143775316
Category : Business & Economics
Languages : en
Pages : 147
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Book Description
In 2021, The Trusts Act 2019 comes into force. This is the first major trust law reform in New Zealand in 70 years. Many of the key changes are aimed at making trust law more accessible to both lawyers and the public, strengthening the ability of beneficiaries to hold trustees to account. Anyone involved in a family trust will need to find out about the changes introduced by this new Act. Many will choose to wind up the trust, and those that keep them will need to change how they manage them, so this book is an essential tool. A family trust offers you the benefits, use and control of your assets. Clear and straight-forward, and aimed at the layperson, Family Trusts includes up-to-date advice by New Zealand's leading financial writer, with real-life examples and answers to commonly asked questions throughout. This book has sold well over 120,000 copies since it was first published and is an essential book for anyone curious about family trusts or involved with a trust. ‘In my experience, 75 per cent of family trusts in New Zealand are so badly arranged or managed that they could easily be attacked and overturned in court... managing a trust badly is a bit like insuring the contents of your house but then going on holiday and leaving the doors wide open,’ says Martin Hawes. This is the one book anyone involved with a family trust should own.
Author: Michael B. Ayers
Publisher: Corwin Press
ISBN: 1412971160
Category : Education
Languages : en
Pages : 177
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Book Description
"An original, proven approach to help you meet challenges head-on!" This very practical, easy-to-use reference provides field-tested organizational techniques to help principals become proactive, effective leaders of their schools. Invaluable for new and experienced administrators, this book focuses on five facets essential to all successful organizations-mission, strategy, organizational structure, people, and leadership-and outlines five areas of responsibility: Knowing your campus and addressing problems appropriately Providing staff with regular opportunities to discuss current theories and practices Involving teachers in the design and implementation of new initiatives Actively challenging the status quo Fostering a sense of community and shared beliefs
Author: Zeeshan-Ul-Hassan Usmani
Publisher: BoD – Books on Demand
ISBN: 9537619850
Category : Computers
Languages : en
Pages : 496
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Book Description
This book presents a unique and diversified collection of research work ranging from controlling the activities in virtual world to optimization of productivity in games, from collaborative recommendations to populate an open computational environment with autonomous hypothetical reasoning, and from dynamic health portal to measuring information quality, correctness, and readability from the web.
Author: A. Min Tjoa
Publisher: Springer
ISBN: 038734456X
Category : Business & Economics
Languages : en
Pages : 774
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Book Description
The idea for this conference came from a meeting of the IFIP (International Federation for Information Processing) Technical Committee for Information Systems (TC8) in Guimares, Portugal in June 2005. Our goal is to build an IFIP forum among the different Information Systems Communities of TC8 dealing with the increasing important area of Enterprise Information Systems. In this particular meeting the committee members intensively discussed the innovative and unique characteristics of Enterprise Information Systems as scientific sub-discipline. Hence, in this meeting it was decided by the TC8 members that the IFIP TC8 First International Conference on Research and Practical Issues of Enterprise Information Systems (CONFENIS 2006) would be held in April 2006 in Vienna, Austria. Dr. Li Xu (USA) and Dr. A Min Tjoa (IFIP TC8) were assigned to propose a concept for this conference in order to establish an IFIP platform for EIS researchers and practitioners in the field to share experience, and discussing opportunities and challenges. We are very pleased therefore to have this conference organised by the help of the Austrian Computer Society (OCG). OCG supports the idea of this conference due to the urgent need of research and dissemination of new techniques in this key area. We received 180 papers from more than 30 countries for CONFENIS and the Program Committee eventually selected xx papers or extended abstracts, making an acceptance rate of xx% of submitted papers. Each paper was thoroughly reviewed by at least two qualified reviewers.
Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 1172
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Book Description
Author: United States. Board of Tax Appeals
Publisher:
ISBN:
Category : Taxation
Languages : en
Pages : 1416
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Book Description
Author: Vladimir Tismaneanu
Publisher: Routledge
ISBN: 113663729X
Category : History
Languages : en
Pages : 204
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Book Description
First Published in 1990. Routledge is an imprint of Taylor & Francis, an informa company.
Author: Elena Ferrari
Publisher: Springer Science & Business Media
ISBN: 3642020550
Category : Business & Economics
Languages : en
Pages : 330
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Book Description
This book constitutes the refereed proceedings of the Third IFIP WG 11.11 International Conference, IFIPTM 2009, held in West Lafayette, IN, USA, in June 2009. The 17 revised full papers presented together with one invited paper and 5 demo descriptions were carefully reviewed and selected from 44 submissions. The papers are organized in topical sections on social aspects and usability, trust reasoning and processing, data security, enhancements to subjective logic, information sharing, risk assessment, and simulation of trust and reputation systems.
