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This study presents an innovative approach to analyzing user behavior when performing digital tasks by integrating eye-tracking technology. Through the measurement of user scan patterns, gaze and attention during task completion, the authors gain valuable insights into users' approaches and execution of these tasks.

In this research, the authors conducted an observational study that centered on assessing the digital skills of individuals with limited proficiency who enrolled in a computer introductory course. A group of 19 participants were tasked with completing various online assignments both before and after completing the course.

The study findings indicate a significant improvement in participants' skills, particularly in basic and straightforward applications. However, advancements in more sophisticated utilization, such as mastering efficient search techniques or harnessing the Internet for enhanced situational awareness, demonstrate only marginal enhancement.

In recent decades, extensive research has been conducted on the issue of digital inequality, given its significant societal implications. This paper introduces a novel tool designed to analyze digital inequalities and subsequently employs it to evaluate the effectiveness of “LEHAVA,” the largest government-sponsored program aimed at mitigating these disparities in Israel.

This study explored the current and desired use of web-search, particularly for health information, by adults with intellectual disability.

The authors surveyed 39 participants who were in supported employment or attending day centers in Australia. The survey, delivered through structured interviews, increased participation with data in a form of the participants' narratives. The responses were analyzed through a form of thematic analysis.

This study's results present the participants' daily health information interests, approaches to finding information and expectations for self-sufficiency. Participants' interest was in information to stay healthy rather than purely clinical information. The participants were keen to use online information in, accessible as well as entertaining and engaging formats. Supporting others close to the participants was the prominent intention of participants' health information access. Participants showed aspirations for an autonomous life by wanting to learn how to search.

The findings of this study provide some avenues for consumer health information access to be respectful and inclusive of users with intellectual disability, both from an accessible design perspective as well as from a learning and support standpoint.

This study complements other human–computer interaction (HCI) studies which observe how adults with intellectual disability can be supported to engage with web search; this study offers the adults' verbalized perspectives on how adults wish to interact with web searching for health information, nuanced by adults' existing abilities and support needs.

The impact of artificial intelligence (AI) and extended reality (XR, including virtual reality [VR], augmented reality [AR], and mixed reality [MR]) on marketing in Industry 5.0 and Society 5.0 is explored with systematic literature review in this chapter. AIXR is becoming a necessary aspect of marketing, driven by efficiency, productivity, and innovation. Despite AI's capabilities, the human touch in marketing is preferred due to superior adaptive, creative, and innovative abilities. The use of fully automated marketing systems is limited to specific tasks. This research will benefit both practitioners and academics focusing on AIXR in marketing and is limited by the number of included literature.

The purpose of this study is to solve the problems caused by the growing volumes of pre-annotated literature and variety-oriented annotations, including teamwork, quality control and time effort.

An annotation collaboration workbench is developed, which is named as Bureau for Rapid Annotation Tool (Brat). Main functionalities include an enhanced semantic constraint system, Vim-like shortcut keys, an annotation filter and a graph-visualizing annotation browser. With these functionalities, the annotators are encouraged to question their initial mindset, inspect conflicts and gain agreement from their peers.

The collaborative patterns can indeed be leveraged to structure properly every annotator’s behaviors. The Brat workbench can actually be seen as an experienced-based annotation tool by harnessing collective intelligence. Compared to previous counterparts, about one-third of time can be saved on Xinhuanet military news and patent corpora with the workbench.

The various annotations are very popular in real-world annotation tasks with multiple annotators. Though, it is still under-discussed on variety-oriented annotations. The findings of this study provide the practitioners valuable insight into how to govern annotation projects. In addition, the Brat workbench takes the first step for future research on annotating large-scale text resources.

The purpose of this study was to investigate whether and in what ways library workers in the United States encountered patrons espousing beliefs in conspiracy theories and, if so, to explore the effectiveness of the strategies they used to address information disorder during the interactions.

The study was designed with an exploratory qualitative approach. Data were collected via an online survey posted to national and state library association listservs, utilizing a self-selected sampling method. Researchers inductively and deductively analyzed results, developing predetermined themes based on the research questions, then iteratively integrating unexpected data during coding.

A total of 334 responses were received over two weeks. Data represent library workers from 43 states and Washington, D.C., including various types of libraries. Library workers interacted with patrons with conspiratorial thinking, and both library workers and patrons evidenced a range of emotions and motivations.

This is the first national study to survey library workers and whether they encountered patrons espousing conspiracy theories. While the sample size is small, themes elucidate various strategies that library workers use for interacting with patrons who express some level of conspiracy ideation.

This paper aims to examine the impact of the assurance and advisory role of internal audit (ADRIA) on organisational, human and technical proactive measures to enhance cybersecurity (CS).

The questionnaire was used to collect data for 97 internal auditors (IAu) from the Gulf Cooperation Council countries. The authors used partial least squares (PLS) to test the hypotheses.

The results show a positive effect of the ADRIA on each of the organisational proactive measures, human proactive measures and technical proactive measures to enhance CS. The study also found a positive effect of the confirmatory role of IA on both human proactive measures and technical proactive measures to enhance CS. No effect of the confirmatory role of IA on the organisational proactive measures is found.

This study focused on only three proactive measures to enhance CS, and this study was limited to the opinions of IAu. In addition, the study was limited to using regression analysis according to the PLS method.

The results of this study show that managers need to consider the influential role of IA as a value-adding activity in reducing CS risks and activating proactive measures. Also, IAu must expand its capabilities, skills and knowledge in CS auditing to provide a bold view of cyber threats. At the same time, the institutions responsible for preparing IA standards should develop standards and guidelines that help IAu to play assurance and advisory roles.

To the best of the authors’ knowledge, this is the first study of its kind that deals with the impact of the assurance and ADRIA on proactive measures to enhance CS. In addition, the study determines the nature of the advisory role and the assurance role of IA to strengthen CS.

This study aims to critically review the emerging technological developments and digitalization efforts in the hospitality and tourism (HT) industry and discuss the implications of digitalization on various stakeholders (e.g. consumers, employees, companies and operators) with reference to value creation.

This paper is a conceptual, critical reflection paper. Thus, the study reflects the authors’ assessment and reflection of the current digitalization efforts in the HT industry with a particular interest in value creation.

The study suggests that digitalization is still in its infancy state in terms of adoption and value creation in the HT industry. Yet, there are various opportunities for all stakeholders to benefit from existing and emerging digitalization applications.

This study can be used by industry professionals and scholarly researchers as a reflection of past and current digitalization efforts in the HT industry. Moreover, the study offers directions regarding the future digitalization movement in the HT industry and how such a movement might create important value propositions for various stakeholders.

The study is uniquely positioned as a critical reflection paper on the digitalization effort of the HT industry and offers new practical insights regarding how digitalization could create value for industry stakeholders as it finds more application areas. In this regard, it differs from prior review studies that focused solely on the use of new and emerging technologies in HT operations.