scholarly journals AI-Enabled Sensing and Decision-Making for IoT Systems

Complexity ◽  
2021 ◽  
Vol 2021 ◽  
pp. 1-9
Author(s):  
Hao Qinxia ◽  
Shah Nazir ◽  
Ma Li ◽  
Habib Ullah ◽  
Wang Lianlian ◽  
...  
Keyword(s):  
Decision Making ◽  
Real Life ◽  
Research Community ◽  
Smart Sensors ◽  
Future Research ◽  
New Paradigm ◽  
Exclusion Criteria ◽  
Intelligent Devices ◽  
Research Questions

The influential stage of Internet of Things (IoT) has reformed all fields of life in general but specifically with the emergence of artificial intelligence (AI) has drawn the attention of researchers into a new paradigm of life standard. This revolution has been accepted around the globe for making life easier with the use of intelligent devices such as smart sensors, actuators, and many other devices. AI-enabled devices are more intelligent and capable of doing a specific task which saves a lot of resources and time. Different approaches are available in the existing literature to tackle diverse issues of real life based on AI and IoT systems. The role of decision-making has its own importance in the AI-enabled and IoT systems. In-depth knowledge of the existing literature is dire need of the research community to summarize the literature in effective way by which practitioners and researchers can benefit from the prevailing proofs and suggest new solutions for solving a particular problem of AI-enabled sensing and decision-making for the IoT system. To facilitate research community, the proposed study presents a systematic literature review of the existing literature, organizes the evidences in a systematic way, and then analyzes it for future research. The study reported the literature of the last 5 years based on the research questions, inclusion and exclusion criteria, and quality assessment of the selected study. Finally, derivations are drawn from the included paper for future research.

Cabinet Decision-making in Parliamentary Systems

2020 ◽  
pp. 437-459
Author(s):  
Michelangelo Vercesi
Keyword(s):  
Decision Making ◽  
Power Distribution ◽  
Future Research ◽  
Decision Making Process ◽  
Prime Ministers ◽  
Main Research ◽  
Collective Decisions ◽  
Parliamentary Systems ◽  
Research Questions

This chapter deals with the internal decision-making process of political executives in parliamentary systems, that is, how executives take their own collective decisions. The focus is on the cabinet system as a whole, including both cabinet members and other involved party-political and bureaucratic actors. In particular, the chapter reviews literature’s debates about the nature of cabinet government, the role of prime ministers, and variations of decision-making. A special attention is payed to factors explaining intra-cabinet power distribution and the choice of different decision-making arenas. After introducing the topic, an overview of conceptual issues and main research questions is provided. Subsequently, the work discusses the way in which scholars have addressed these issues and the findings they have reached. The final part stresses existing deficits and seeks to set the agenda for future research.

scholarly journals Decision Making from the Experience of Orthognathic Surgery Patients: A Grounded Theory Approach

2021 ◽  
pp. 238008442110144
Author(s):  
N.R. Paul ◽  
S.R. Baker ◽  
B.J. Gibson
Keyword(s):  
Decision Making ◽  
Grounded Theory ◽  
Treatment Options ◽  
Study Data ◽  
Primary Objective ◽  
Major Surgery ◽  
Future Research ◽  
Decision Making Process ◽  
Theory Approach

Introduction: Patients’ decisions to undergo major surgery such as orthognathic treatment are not just about how the decision is made but what influences the decision. Objectives: The primary objective of the study was to identify the key processes involved in patients’ experience of decision making for orthognathic treatment. Methods: This study reports some of the findings of a larger grounded theory study. Data were collected through face-to-face interviews of patients who were seen for orthognathic treatment at a teaching hospital in the United Kingdom. Twenty-two participants were recruited (age range 18–66 y), of whom 12 (male = 2, female = 10) were 6 to 8 wk postsurgery, 6 (male = 2, female = 4) were in the decision-making stage, and 4 (male = 0, female = 4) were 1 to 2 y postsurgery. Additional data were also collected from online blogs and forums on jaw surgery. The data analysis stages of grounded theory methodology were undertaken, including open and selective coding. Results: The study identified the central role of dental care professionals (DCPs) in several underlying processes associated with decision making, including legitimating, mediating, scheduling, projecting, and supporting patients’ decisions. Six categories were related to key aspects of decision making. These were awareness about their underlying dentofacial problems and treatment options available, the information available about the treatment, the temporality of when surgery would be undertaken, the motivations and expectation of patients, social support, and fear of the surgery, hospitalization, and potentially disliking their new face. Conclusion: The decision-making process for orthognathic treatment is complex, multifactorial, and heavily influenced by the role of DCPs in patient care. Understanding the magnitude of this role will enable DCPs to more clearly participate in improving patients’ decision-making process. The findings of this study can inform future quantitative studies. Knowledge Transfer Statement: The results of this study can be used both for informing clinical practice around enabling decision making for orthognathic treatment and also for designing future research. The findings can better inform clinicians about the importance of their role in the patients’ decision-making process for orthognathic treatment and the means to improve the patient experience. It is suggested that further research could be conducted to measure some of the key constructs identified within our grounded theory and assess how these change during the treatment process.

The Role of GIS in City Competitiveness

2013 ◽  
pp. 1476-1501 ◽  
Author(s):  
Khan R. Rahaman ◽  
Júlia M. Lourenço
Keyword(s):  
Decision Making ◽  
Information System ◽  
Spatial Data ◽  
Information Access ◽  
Information Storage ◽  
Future Research ◽  
Gis Technology ◽  
Global Competitiveness ◽  
The World

Virtually every city and region is engaged in activities to improve their relative global competitiveness. The Geographic Information System (GIS) is one of the powerful tools of information storage and information access, providing spatial data to different stakeholders and cities across the world. This chapter will highlight the role of GIS technology in empirical assessment of the competition among cities or regions, using a variety of data assembled by many different individuals, businesses, and institutions. This valuable information can be used in decision-making by stakeholders who are taking part in the competition and can be disseminated, accessed, and updated in a dynamic way. This chapter discusses the origins of urban competitiveness, dynamics and functions of competition, and current and future research possibilities made possible by GIS.

States and Diasporas in Fragile Regimes

2020 ◽  
pp. 187-202
Author(s):  
Katrina Burgess
Keyword(s):  
First Century ◽  
Integrated Systems ◽  
Future Research ◽  
Current Regime ◽  
Stable Equilibria ◽  
Research Questions ◽  
Turkish Case ◽  
Democracy Building

Chapter 8 revisits the research questions laid out in Chapter 1 and provides a comparative overview of the feedback loops driving state–migrant relations through the first decade of the twenty-first century. It treats these loops as integrated systems that have produced unstable equilibrium in the Turkish case, punctuated equilibrium in the Philippine case, and stable equilibria in the Dominican and Mexican cases. It then explores how these systems are being affected—and in some cases disrupted—by current regime crises in all four countries. The chapter concludes with a few thoughts about the role of migrants in democracy-building and avenues for future research.

Frameworks and Models in Decision-Making and Judgment in Child Welfare and Protection

2020 ◽  
pp. 3-26
Author(s):  
Rami Benbenishty ◽  
John D. Fluke
Keyword(s):  
Decision Making ◽  
Information Processing ◽  
Child Welfare ◽  
False Negative ◽  
Real Life ◽  
Decision Makers ◽  
Future Research ◽  
Theoretical Perspectives ◽  
Specificity And Sensitivity ◽  
Predictive Risk

This chapter presents the basic concepts, theoretical perspectives, and areas of scholarship that bear on decisions in child welfare—making choices in decision environments characterized by high levels of uncertainty. The authors distinguish between normative models that predict what decision-makers ought to choose when faced with alternatives and descriptive models that describe how they tend to make these choices in real life. The chapter reviews those challenges that may be especially relevant in the complex context of child welfare and protection. One way in which decision-makers overcome task complexities and limitations in human information processing (bounded rationality) is by using heuristics to navigate complex tasks. The chapter reviews strategies to correct some limitations in judgment. The authors examine the relationships between workers’ predictions of what would be the outcomes of the case and the actual outcomes and describe two types of error (false positive and false negative) and the related concepts of specificity and sensitivity. These issues are followed by a description of the Lens Model and some of its implications for child welfare decision-making, including predictive risk modeling and studies on information processing models. The final section presents current theoretical models in child welfare decision-making and describes Decision-Making Ecology (DME) and Judgments and Decision Processes in Context (JUDPiC). The chapter concludes with suggestions for future research on child welfare decision-making that could contribute to our conceptual understanding and have practical utility as well.

scholarly journals Fresh perspectives on customer experience

2015 ◽  
Vol 29 (6/7) ◽  
pp. 430-435 ◽  
Author(s):  
Janet R. McColl-Kennedy ◽  
Anders Gustafsson ◽  
Elina Jaakkola ◽  
Phil Klaus ◽  
Zoe Jane Radnor ◽  
...  
Keyword(s):  
Research Agenda ◽  
Design Methodology ◽  
Customer Experience ◽  
Future Research ◽  
Dynamic Nature ◽  
Content Type ◽  
Research Questions ◽  
Advance Theory ◽  
Over Time

Purpose – The purpose of this paper is to provide directions for future research on: broadening the role of customers in customer experience; taking a practice-based approach to customer experience; and recognizing the holistic, dynamic nature of customer experience across all touch points and over time. Design/methodology/approach – The approach is conceptual identifying current gaps in research on customer experience. Findings – The findings include a set of research questions and research agenda for future research on customer experience. Originality/value – This research suggests fresh perspectives for understanding the customer experience which can inspire future research and advance theory and managerial practice.

scholarly journals Surveying Human Habit Modeling and Mining Techniques in Smart Spaces

2019 ◽  
Vol 11 (1) ◽  
pp. 23 ◽  
Author(s):  
Francesco Leotta ◽  
Massimo Mecella ◽  
Daniele Sora ◽  
Tiziana Catarci
Keyword(s):  
Decision Making ◽  
Internet Of Things ◽  
Literature Review ◽  
Visual Analysis ◽  
Future Research ◽  
Specific Method ◽  
Human Intervention ◽  
Smart Space ◽  
Smart Spaces ◽  
Research Questions

A smart space is an environment, mainly equipped with Internet-of-Things (IoT) technologies, able to provide services to humans, helping them to perform daily tasks by monitoring the space and autonomously executing actions, giving suggestions and sending alarms. Approaches suggested in the literature may differ in terms of required facilities, possible applications, amount of human intervention required, ability to support multiple users at the same time adapting to changing needs. In this paper, we propose a Systematic Literature Review (SLR) that classifies most influential approaches in the area of smart spaces according to a set of dimensions identified by answering a set of research questions. These dimensions allow to choose a specific method or approach according to available sensors, amount of labeled data, need for visual analysis, requirements in terms of enactment and decision-making on the environment. Additionally, the paper identifies a set of challenges to be addressed by future research in the field.

Return Migration Around the World: An Integrated Agenda for Future Research

2020 ◽  
Vol 46 (1) ◽  
pp. 533-552 ◽  
Author(s):  
Jacqueline Maria Hagan ◽  
Joshua Thomas Wassink
Keyword(s):  
Return Migration ◽  
Asylum Seekers ◽  
Emigration And Immigration ◽  
Resource Mobilization ◽  
Future Research ◽  
The Political ◽  
Market Opportunities ◽  
Research Questions ◽  
Institutional Actors

Currently, two distinct bodies of scholarship address the increased volume and diversity of global return migration since the mid-1990s. The economic sociology of return, which assumes that return is voluntary, investigates how time living and working abroad affects returnees’ labor market opportunities and the resulting implications for economic development. A second scholarship, the political sociology of return, recognizing the increasing role of both emigration and immigration states in controlling and managing migration, examines how state and institutional actors in countries of origin shape the reintegration experiences of deportees, rejected asylum seekers, and nonadmitted migrants forced home. We review these literatures independently, examining their research questions, methodologies, and findings, while also noting limitations and areas where additional research is needed. We then engage these literatures to provide an integrated path forward for researching and theorizing return migration—a synergized resource mobilization framework.

The role of mobile devices in 21st-century family communication

2018 ◽  
Vol 7 (2) ◽  
pp. 248-264 ◽  
Author(s):  
Sharon L. Storch ◽  
Anna V. Ortiz Juarez-Paz
Keyword(s):  
Decision Making ◽  
Mobile Devices ◽  
Family Communication ◽  
Extended Family ◽  
Emotional Responses ◽  
Future Research ◽  
Structured Interviews ◽  
Theory Analysis ◽  
The Past

Use of media devices has evolved over the past 10–15 years and the resulting effects on family communication are of interest for this study. Through 26 semi-structured interviews, the authors sought to understand the role mobile devices play in family communication. Qualitative grounded theory analysis was used to find themes and interpret results (Creswell, 2013). One overarching paradoxical theme emerged from these data, family connect–family disconnect. In family connect, categories of across distance, reassurances, and boundaries are shared. Within family disconnect, distractions, misunderstandings, and negative emotional responses are conveyed. Future research avenues recommended are decision making related to mobile devices based on values and morals, in-depth social media and app usage, emoji emotional responses, individuals under 18 and between 18 and 30 years old, and a network analysis of one extended family.

From Center Stage to the Sidelines: What Role Might Previous Athletic Experience Play in Coach Development?

2020 ◽  
Vol 7 (2) ◽  
pp. 261-267
Author(s):  
Travis Crickard ◽  
Diane M. Culver ◽  
Cassandra M. Seguin
Keyword(s):  
High Performance ◽  
Career Advancement ◽  
Research Community ◽  
Ice Hockey ◽  
Future Research ◽  
Education Programs ◽  
Coach Education ◽  
Fast Tracking ◽  
Coach Development

Traditionally, playing experience in sport has been used as a springboard into the coaching profession. Specifically, playing experience has been discussed in research as facilitating the transition into early coaching roles, fast-tracking through coach education programs, and being viewed as a desirable factor in high-performance sport. However, explorations into the intricacies that make this playing experience so valuable have been minimal. Thus, this Insights article is meant to foster discussion within the coach research community regarding the role of playing experience in coaching pathways from a position perspective. This unique area of inquiry may offer insight to those concerned with coach pathways, coach development, and coach education. To promote this discussion, the following article will present some avenues through which previous playing experience could be explored. In addition, the authors will present a study that was conducted with high-performance head ice hockey coaches who formerly played goaltender and offer interesting directions for future research inquiries. Notably, the authors will consider playing experience in connection with career advancement, potential implications for hiring processes, considerations for coach education, and possible barriers to coaching opportunities.

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