Information Entropy Theory Based Recognition of the Validity of Contextual Information of Restaurants: An Empirical Study

Contextual information plays a key role in personalized recommendations. However, not all contextual information plays a positive role in personalized recommendations. Therefore, it is critical to identify the effective contextual information to realize personalized recommendations. This study aims to develop a set of feasible context importance calculation methods that can identify effective contextual information in different application scenarios. The information entropy of each contextual dimension is calculated, and the validity of the context compared according to the magnitude of its entropy is determined based on the informational entropy theory. Subsequently, this approach is applied to hotel and catering service data to determine the valid context in the dining domain. The experimental results indicate that location, work-rest condition, weather, mood and companionship considerably influence consumers’ behaviour and decisions in a catering environment, and the user preference in such contexts should be carefully considered

Online information seeking: a review of the literature in the health domain

The development of the information technology and Internet has been transforming the healthcare industry. The internet is continuously accessed to seek for health information and there are variety of sources, including search engines, health websites, and social networking sites. Providing more and better information on health may empower individuals, however, ensuring a high quality and trusted health information could pose a challenge. Moreover, there is an ever-increasing amount of information available, but they are not necessarily accurate and up to date. Thus, this paper aims to provide an insight of the models and frameworks related to online health information seeking of consumers. It begins by exploring the definition of information behavior and information seeking to provide a better understanding of the concept of information seeking. In this study, critical factors such as performance expectancy, effort expectancy, and social influence will be studied in relation to the value of seeking health information. It also aims to analyze the effect of age, gender, and health status as the moderator on the factors that influence online health information seeking, i.e. trust and information quality. A preliminary survey will be carried out among the health professionals to clarify the research problems which exist in the real world, at the same time producing a conceptual framework. A final survey will be distributed to five states of Malaysia, to solicit the feedback on the framework. Data will be analyzed using SPSS and SmartPLS 3.0 analysis tools. It is hoped that at the end of this study, a novel framework that can improve online health information seeking is developed. Finally, this paper concludes with some suggestions on the models and frameworks that could improve online health information seeking

Social shaping of digital publishing: exploring the interplay between culture and technology

The processes and forms of electronic publishing have been changing since the advent of the Web. In recent years, the open access movement has been a major driver of scholarly communication, and change is also evident in other fields such as e-government and e-learning. Whilst many changes are driven by technological advances, an altered social reality is also pushing the boundaries of digital publishing. With 23 articles and 10 posters, Elpub 2012 focuses on the social shaping of digital publishing and explores the interplay between culture and technology. This book contains the proceedings of the conference, consisting of 11 accepted full articles and 12 articles accepted as extended abstracts. The articles are presented in groups, and cover the topics: digital scholarship and publishing; special archives; libraries and repositories; digital texts and readings; and future solutions and innovations. Offering an overview of the current situation and exploring the trends of the future, this book will be of interest to all those whose work involves digital publishing

Semantic discovery and reuse of business process patterns

Patterns currently play an important role in modern information systems (IS) development and their use has mainly been restricted to the design and implementation phases of the development lifecycle. Given the increasing significance of business modelling in IS development, patterns have the potential of providing a viable solution for promoting reusability of recurrent generalized models in the very early stages of development. As a statement of research-in-progress this paper focuses on business process patterns and proposes an initial methodological framework for the discovery and reuse of business process patterns within the IS development lifecycle. The framework borrows ideas from the domain engineering literature and proposes the use of semantics to drive both the discovery of patterns as well as their reuse

Alter ego, state of the art on user profiling: an overview of the most relevant organisational and behavioural aspects regarding User Profiling.

This report gives an overview of the most relevant organisational and\ud behavioural aspects regarding user profiling. It discusses not only the\ud most important aims of user profiling from both an organisation’s as\ud well as a user’s perspective, it will also discuss organisational motives\ud and barriers for user profiling and the most important conditions for\ud the success of user profiling. Finally recommendations are made and\ud suggestions for further research are given

The Electronic Health Record's Impact on Labor and Delivery Nurses' Cognitive Work

The Electronic Health Record’s Impact on Labor and Delivery Nurses’ Cognitive WorkAbstractBackground and objective: Despite recognition that electronic health record (EHR) use has introduced cognitive challenges for clinicians, few studies have evaluated its impact on the cognitive dimension of nurses’ work. Labor and delivery nurses may encounter unique challenges when using the electronic health record since they also interact with an electronic fetal monitoring system. This study sought to explore labor and delivery nurses’ perceptions of the EHR’s impact on their cognitive work with the goal of identifying patient safety implications. Methods and setting: This was a grounded theory study using dimensional and situational analysis. Data were interviews and observations with 21 labor nurses at two community hospitals in the Western United States. Results: The ways that nurses configured care when using the EHR varied across participants and sites and depended on how easily they integrated it into their practice. Individual, group, and situational factors facilitated or constrained integration. This took place in a dynamic, high-acuity, specialty clinical environment while using EHRs that were not designed for pregnant women. Nurses used clinical decision support and other cognitive support features that rarely worked as intended due to the lack of EHR customization to account for pregnancy physiology and unique risk factors in the perinatal patient. Nurses viewed the quality of their relationships with patients and their families as an integral part of caring for laboring women and felt that interaction with the EHR sometimes threatened this dimension of their work. Conclusions: When nurses were unable to integrate the EHR into care it resulted in numerous consequences that have important safety implications. Available cognitive support features lacked the specialty-specific support needed to care for laboring women and instead required nurses to track information in other ways that added to their cognitive burden and work routines. As a result, nurses and patients were not benefitting from the intended decision support and patient safety protections offered by appropriate risk assessment screens or critical alerts. These findings have important implications for the configuration and design of EHRs in perinatal settings

Approaches for the digital profiling of activities and their applications in design information push

EThOS - Electronic Theses Online ServiceGBUnited Kingdo