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1 – 10 of over 31000Imen Gmach, Nadia Abaoub, Rubina Khan, Naoufel Mahfoudh and Amira Kaddour
In this article the authors will focus on the state of the art on information filtering and recommender systems based on trust. Then the authors will represent a variety of…
Abstract
Purpose
In this article the authors will focus on the state of the art on information filtering and recommender systems based on trust. Then the authors will represent a variety of filtering and recommendation techniques studied in different literature, like basic content filtering, collaborative filtering and hybrid filtering. The authors will also examine different trust-based recommendation algorithms. It will ends with a summary of the different existing approaches and it develops the link between trust, sustainability and recommender systems.
Design/methodology/approach
Methodology of this study will begin with a general introduction to the different approaches of recommendation systems; then define trust and its relationship with recommender systems. At the end the authors will present their approach to “trust-based recommendation systems”.
Findings
The purpose of this study is to understand how groups of users could improve trust in a recommendation system. The authors will examine how to evaluate the performance of recommender systems to ensure their ability to meet the needs that led to its creation and to make the system sustainable with respect to the information. The authors know very well that selecting a measure must depend on the type of data to be processed and user interests. Since the recommendation domain is derived from information search paradigms, it is obvious to use the evaluation measures of information systems.
Originality/value
The authors presented a list of recommendations systems. They examined and compared several recommendation approaches. The authors then analyzed the dominance of collaborative filtering in the field and the emergence of Recommender Systems in social web. Then the authors presented and analyzed different trust algorithms. Finally, their proposal was to measure the impact of trust in recommendation systems.
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The aim of the Borges project was to develop a prototype information filtering service for Usenet news and Web‐based services. Developed as a service that could be offered by…
Abstract
The aim of the Borges project was to develop a prototype information filtering service for Usenet news and Web‐based services. Developed as a service that could be offered by libraries, the project was user driven and emphasis was placed on user evaluation, with the results forming the basis of enhancements. This article addresses the project as it was implemented in Dublin City University, describes the three phases involved and the lessons learned.
Angela Carrillo-Ramos, Luis Guillermo Torres-Ribero, María Paula Arias-Báez, Alexandra Pomares Quimbaya, Enrique González, Julio Carreño, Juan Pablo Garzón Ruiz and Hervé Martin
This paper aims to present a detailed description of Agents for Enriching Services (AES), an agent-oriented framework that allows adapting a service in an information system. AES…
Abstract
Purpose
This paper aims to present a detailed description of Agents for Enriching Services (AES), an agent-oriented framework that allows adapting a service in an information system. AES provides an adaptation logic that can be instantiated and extended to be useful in different domains. In previous works, we presented the adaptation mechanism of AES, which considers context aspects such as location, infrastructure; user aspects such as preferences and interests; and device aspects such as hardware and software features.
Design/methodology/approach
The first step was the definition of different profiles, mainly user and context profiles. Then the adaptation mechanism was defined, which considers these profiles. With this mechanism, the adaptation filters to apply them to the initial queries was specified. Finally, feedback was provided, which included implicit and explicit information from the user and the system. AES is an agent-based framework implemented in Java, using the multi-agent platform BESA and a rule-based engine Drools.
Findings
AES can be used as the starting point to adapt services by enriching them considering different stimulus whether they come from the environment, devices or user preferences.
Research limitations/implications
This work was tested in an academic environment and was only applied to enhance queries by using keywords. AES uses the query mechanism implemented in the system that invokes it.
Originality/value
This paper focuses on: an integrated view of AES including its formal description and details about its implementation. Particularly, it includes an exhaustive and formal definition of the filters used to create the adaptation rules and three different scenarios of the application of AES to adapt content according to user and context features. Finally, a comparison analysis is presented to highlight the strengths of our framework, specially its capacity of integration with systems that require providing user- and context-oriented services.
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Leena Ilmola‐Sheppard and Osmo Kuusi
This paper aims to investigate the role of information as a source of resilience in organizations. It presents both a theory based construct of information filters of the…
Abstract
Purpose
This paper aims to investigate the role of information as a source of resilience in organizations. It presents both a theory based construct of information filters of the environment scanning and a pragmatic tool for managing the process.
Design/methodology/approach
The filter construct was tested in three qualitative case studies where the filter setting was changed in order to identify its impact on the results of the environment scan. This paper used Igor Ansoff's theory of information filters as a basis and added the required additional elements by applying complex adaptive systems theory.
Findings
The authors were able to define two dimensions: information filters' width and depth, that define the outcome of the environment scanning process. The preliminary testing of the research hypotheses was possible with the new research tool.
Research limitations/implications
There was only one case that analyzed the impact of connectivity: the role of feedback loops with the external stakeholders and their impact on the outcome of the scanning process. This interesting finding should be studied further.
Practical implications
By applying the filter construct, management is able to either destabilize the organization (for innovation or in order to facilitate a major transformation) or to stabilize the organization (e.g. post‐merger integration).
Originality/value
This paper is one of the rare pragmatic applications of complex adaptive systems theory.
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Hui Shao, Zhi Xiong, Jianxin Xu, Bing Hua and Song Han
The federated filter created by Carlson has been widely used in multi-sensor integrated navigation. Compared with no-reset federated filter, the reset mode has greater…
Abstract
Purpose
The federated filter created by Carlson has been widely used in multi-sensor integrated navigation. Compared with no-reset federated filter, the reset mode has greater sub-filters’ performance, but faults of any subsystem would affect other healthy subsystems via global fusion and the sub-optimality of sub-filters’ estimation has influence on fault detection sensitivity. It’s a challenge to design a robust reset federated filter.
Design/methodology/approach
The time-varying observation noise is designed to reduce proportions of observation information in faulty sub-filters. A new dynamic information distribution algorithm based on optimal residual chi-square detection function is presented to reduce proportions of faulty sub-filters’ estimation in information fusion filter.
Findings
The robust filtering algorithm represents a filtering strategy for reset federated filter. Compared with fault isolation, the navigation result is smoother by using this algorithm. It has significant benefits in avoiding faulty sensors’ contamination and the performance of federated filter is greatly improved.
Research limitations/implications
The approach described in this paper provides a new method to deal with federated reset filter’s faulty problems. This new robust federated filter algorithm possesses a great potential for various applications.
Practical implications
The approach described in this paper can be used in multi-sensor integrated navigation with no fewer than three sensors.
Originality/value
Compared with conventional approach of fault isolation, the proposed algorithm does not destroy the continuity and integrity of the filtering process. It improves the performance of the federated filter by reducing proportions of faulty observation information. It also reduces the influence of sub-optimality on fault detection sensitivity.
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Veronica Johansson and Maria Lindh
The purpose of this paper is to describe and explore the current state of internet regulation through content filters in Swedish public libraries.
Abstract
Purpose
The purpose of this paper is to describe and explore the current state of internet regulation through content filters in Swedish public libraries.
Design/methodology/approach
Data was collected through an electronic survey directed to library managers of Sweden’s 290 main municipal libraries. 164 answers were returned, yielding a 57% response rate. The analysis comprises descriptive statistics for quantitative data and an activity theory approach with focus on contradictions for qualitative counterparts.
Findings
In total, 33% of the responding libraries report having content filters; 50% have not; and a surprising 18% do not know. There is a strong correlation between internet misuse and positive attitudes towards filters, and, reversely, between lack of misuse and lack of active stances concerning filters. Rather than seeing this as weakness, the authors suggest that there is strength in a context-bound flexibility open to practical experience and weighting of values, ethics, legislation and local circumstances. More troublesome indications concern the high deferral of decision-making to local authorities (municipalities) whereby libraries are left with limited insight and influence.
Research limitations/implications
The situation calls for professional organisations to address political mandate questions, and educational programs to strengthen future information professionals’ knowledge of IT in general; filter issues in specific; and local authority decision-making. The study highlights the need of adequate information professional competences and mandates to decide on and oversee internet regulation.
Originality/value
To the best of the authors’ knowledge, this is the first internationally published study on content filters in Swedish public libraries.
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Fatemeh Alyari and Nima Jafari Navimipour
This paper aims to identify, evaluate and integrate the findings of all relevant and high-quality individual studies addressing one or more research questions about recommender…
Abstract
Purpose
This paper aims to identify, evaluate and integrate the findings of all relevant and high-quality individual studies addressing one or more research questions about recommender systems and performing a comprehensive study of empirical research on recommender systems that have been divided into five main categories. To achieve this aim, the authors use systematic literature review (SLR) as a powerful method to collect and critically analyze the research papers. Also, the authors discuss the selected recommender systems and its main techniques, as well as their benefits and drawbacks in general.
Design/methodology/approach
In this paper, the SLR method is utilized with the aim of identifying, evaluating and integrating the findings of all relevant and high-quality individual studies addressing one or more research questions about recommender systems and performing a comprehensive study of empirical research on recommender systems that have been divided into five main categories. Also, the authors discussed recommender system and its techniques in general without a specific domain.
Findings
The major developments in categories of recommender systems are reviewed, and new challenges are outlined. Furthermore, insights on the identification of open issues and guidelines for future research are provided. Also, this paper presents the systematical analysis of the recommender system literature from 2005. The authors identified 536 papers, which were reduced to 51 primary studies through the paper selection process.
Originality/value
This survey will directly support academics and practical professionals in their understanding of developments in recommender systems and its techniques.
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Hamid R. Jamali and Pria Shahbaztabar
The purpose of this paper is to investigate the relationship between internet filtering, emotions and information-seeking behaviour.
Abstract
Purpose
The purpose of this paper is to investigate the relationship between internet filtering, emotions and information-seeking behaviour.
Design/methodology/approach
In total, 15 postgraduate students at an Iranian university participated in the study which involved a questionnaire, search tasks with think aloud narratives, and interviews.
Findings
Internet content filtering results in some changes in the information-seeking behaviour of users. Users who face website blocking use a variety of methods to bypass filtering, mostly by using anti-filter software. Filtering encourages users to use channels such as social networking services to share resources and it increases the use of library material by some of the users. Users who face filtering during their search are more likely to visit more pages of results and click on more hits in the results, unlike users who do not experience filtering who rarely go past the first page. Blocking users’ access to content stimulates their curiosity and they become more determined to access the content. In terms of the affective aspect, filtering causes several negative emotions (e.g. anger, disgust, sadness and anxiety) and the main reason for these emotions is not the inability to access information but the feeling of being controlled and not having freedom.
Research limitations/implications
The study was limited to a small number of postgraduate students in social sciences and not generalisable to all user groups. The implication is that in countries where filtering is used, libraries can play an important role in serving users and reducing users negative emotions, especially if libraries can take advantage of technologies such as social media for their services.
Originality/value
This is first study to address the effects of internet filtering on information-seeking behaviour and emotions. The study shows that internet filtering causes negative emotions and results in some changes in information-seeking behaviour.
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Da‐Wei Chang, Ing‐Chou Chen, Hao‐Ren Ke and Ruei‐Chuan Chang
With the speedy growth of information quantity, people need a mechanism to discover automatically the information that interests them. Such a mechanism is called selective…
Abstract
With the speedy growth of information quantity, people need a mechanism to discover automatically the information that interests them. Such a mechanism is called selective dissemination of information (SDI). Describes the design and implementation of an SDI system with the ability of delivering real‐time, personalized news articles. In addition to delivering English news, it delivers Chinese articles also. Focuses on the problems that other researches seldom address. First, discusses how to store and delete news articles efficiently, then describes the user model to let users specify their interests. Finally, presents an efficient method to embed the ability to deliver Chinese as well as English news articles in the system.
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Rachel Spacey, Louise Cooke, Adrienne Muir and Claire Creaser
The purpose of this paper is to review current knowledge, research and thinking about the difficulties facing public libraries offering internet access to their users in ensuring…
Abstract
Purpose
The purpose of this paper is to review current knowledge, research and thinking about the difficulties facing public libraries offering internet access to their users in ensuring legally compliant and non-offensive use of this facility whilst still adhering to the professional value of freedom of access to information.
Design/methodology/approach
A range of recently published sources (1997-2013) relating to the technical and organisational measures used to manage public internet access primarily in public libraries in the UK with some limited international examples were reviewed and analysed. This work was undertaken as the underpinning research for an AHRC-funded project, MAIPLE (Managing Access to the internet in Public Libraries).
Findings
The provision of public internet access is a well-established component of the role of public libraries, but is seen as a potential problem due to the possibility of misuse, and it appears that simplistic technical solutions have disappointed. Legislation increases the need for more effective solutions that can provide a balance between the need for legal compliance, a welcoming environment for users, and the protection of key freedoms. A range of measures are being adopted worldwide in response to this dilemma.
Originality/value
Research exploring internet access in public libraries and its management in the UK is numerically small and much of it dates back to the start of the twenty-first century. This review presents a comprehensive analysis of the available literature and is of relevance to practitioners and academics in the fields of public librarianship.
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