Motivation of Workers on Microtask Crowdsourcing Platforms PDF Download
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Author: Babak Naderi
Publisher: Springer
ISBN: 3319727001
Category : Technology & Engineering
Languages : en
Pages : 125
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Book Description
This book studies the motivation of crowdworkers to find out how to attract more people and reach a higher quality of outcomes. The book first proposes a taxonomy for studying the motivation of crowdworkers including the potential influencing factors, different types of motivation, and possible consequences and outcomes related to the motivation. Next, the CWMS questionnaire, an instrument for measuring the underlying motivation of crowdworkers is developed. It considers different dimensions of motivation suggested by the Self-Determination Theory of motivation which is a well-established and empirically validated psychological theory used in various domains. This instrument can be used to study the effect of platform and user characteristics on the general motivation of crowdworkers. Later, the task-specific motivation of crowdworkers is studied in detail: Influencing factors are investigated, subjective methods for measuring them are evaluated, a model for predicting worker’s decision on taking a task is proposed, the relative importance of different factors for two populations of crowdworkers is studied, and finally, a model for predicting the expected workload (as one of the major influencing factors) given the task design is proposed.
Author: Babak Naderi
Publisher: Springer
ISBN: 3319727001
Category : Technology & Engineering
Languages : en
Pages : 125
Get Book Here
Book Description
This book studies the motivation of crowdworkers to find out how to attract more people and reach a higher quality of outcomes. The book first proposes a taxonomy for studying the motivation of crowdworkers including the potential influencing factors, different types of motivation, and possible consequences and outcomes related to the motivation. Next, the CWMS questionnaire, an instrument for measuring the underlying motivation of crowdworkers is developed. It considers different dimensions of motivation suggested by the Self-Determination Theory of motivation which is a well-established and empirically validated psychological theory used in various domains. This instrument can be used to study the effect of platform and user characteristics on the general motivation of crowdworkers. Later, the task-specific motivation of crowdworkers is studied in detail: Influencing factors are investigated, subjective methods for measuring them are evaluated, a model for predicting worker’s decision on taking a task is proposed, the relative importance of different factors for two populations of crowdworkers is studied, and finally, a model for predicting the expected workload (as one of the major influencing factors) given the task design is proposed.
Author: Rafael Zequeira Jiménez
Publisher: Springer Nature
ISBN: 3030933105
Category : Technology & Engineering
Languages : en
Pages : 129
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Book Description
This book evaluates the impact of relevant factors affecting the results of speech quality assessment studies carried out in crowdsourcing. The author describes how these factors relate to the test structure, the effect of environmental background noise, and the influence of language differences. He details multiple user-centered studies that have been conducted to derive guidelines for reliable collection of speech quality scores in crowdsourcing. Specifically, different questions are addressed such as the optimal number of speech samples to include in a listening task, the influence of the environmental background noise in the speech quality ratings, as well as methods for classifying background noise from web audio recordings, or the impact of language proficiency in the user perception of speech quality. Ultimately, the results of these studies contributed to the definition of the ITU-T Recommendation P.808 that defines the guidelines to conduct speech quality studies in crowdsourcing.
Author: Steven Schmidt
Publisher: Springer Nature
ISBN: 3031060113
Category : Technology & Engineering
Languages : en
Pages : 230
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Book Description
This book provides an overview of concepts and challenges in intis investigated using structural equation modeling. The conveyed understanding of gaming QoE, empirical eraction quality in the domain of cloud gaming services. The author presents a unified evaluation approach by combining quantitative subjective assessment methods in a concise way. The author discusses a measurement tool, Gaming Input Quality Scale (GIPS), that assesses the interaction quality of such a service available. Furthermore, the author discusses a new framework to assess gaming Quality of Experience (QoE) using a crowdsourcing approach. Lastly, based on a large dataset including dominant network and encoding conditions, the evaluation method is investigated using structural equation modeling. The conveyed understanding of gaming QoE, empirical findings, and models presented in this book should be of particular interest to researchers working in the fields of quality and usability engineering, as well as service providers and network operators.
Author: Nguyen Hoang Thuan
Publisher: Springer
ISBN: 3319913913
Category : Business & Economics
Languages : en
Pages : 155
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Book Description
This book conceptualises and develops crowdsourcing as an organisational business process. It argues that although for many organisations crowdsourcing still implies an immature one-off endeavour, when developed to a more repeatable business process it can harness innovation and agility. The book offers a process model to guide organisations towards the establishment of business process crowdsourcing (BPC), and empirically showcases and evaluates the model using two current major crowdsourcing projects. In order to consolidate the domain knowledge, the BPC model is turned into a heavyweight ontology capturing the concepts, hierarchical relationships and decision-making relationships necessary to establish crowdsourcing as a business process in an organisation. Lastly, based on the ontology it presents a decision tool that provides advice on making informed decisions about the performance of business process crowdsourcing activities.
Author: Nathalie Mitev
Publisher: Springer Nature
ISBN: 3030616878
Category : Business & Economics
Languages : en
Pages : 510
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Book Description
This volume focuses on new ways of working, and explores implications of these new practices with a particular emphasis on the place occupied by technology, materiality and bodies within contemporary working configurations. It draws together an international range of scholars to examine diverse subjects such as: the gig economy, social media as a work space, the role of materiality in living labs, managerial techniques and organizational legitimacy. Drawing on global perspectives, from France to Nigeria, this book presents a fascinating examination of the many new ways people are working, and relating to their work. Part of the esteemed Technology, Work and Globalization series, this book is valuable reading for scholars working on organizational studies, ethnography, technology management, and management more generally.
Author: Maija Elina Poikela
Publisher: Springer Nature
ISBN: 3030341712
Category : Technology & Engineering
Languages : en
Pages : 190
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Book Description
This work aims at understanding behavior around location information, including why users share such information, why they protect the data, and what kind of other factors influence the decision to behave in a certain way. This book explores privacy in the context of location data, and answers questions such as what are the privacy related behaviors in this context, and what are the factors influencing such behaviors. The book gives an overview to what privacy means for users in terms of understandings, attitudes and valuations. This book discusses reasons for why research around this topic is challenging, and presents various methods for diving into the topic through empirical studies. The work is relevant for professionals, researchers, and users of technology.
Author: Tobias Matzner
Publisher: Taylor & Francis
ISBN: 1000967646
Category : Social Science
Languages : en
Pages : 193
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Book Description
Algorithms: Technology, Culture, Politics develops a relational, situated approach to algorithms. It takes a middle ground between theories that give the algorithm a singular and stable meaning in using it as a central analytic category for contemporary society and theories that dissolve the term into the details of empirical studies. The book discusses algorithms in relation to hardware and material conditions, code, data, and subjects such as users, programmers, but also “data doubles”. The individual chapters bridge critical discussions on bias, exclusion, or responsibility with the necessary detail on the contemporary state of information technology. The examples include state-of-the-art applications of machine learning, such as self-driving cars, and large language models such as GPT. The book will be of interest for everyone engaging critically with algorithms, particularly in the social sciences, media studies, STS, political theory, or philosophy. With its broad scope it can serve as a high-level introduction that picks up and builds on more than two decades of critical research on algorithms.
Author: Daniel Archambault
Publisher: Springer
ISBN: 3319664352
Category : Computers
Languages : en
Pages : 200
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Book Description
As the outcome of the Dagstuhl Seminar 15481 on Crowdsourcing and Human-Centered Experiments, this book is a primer for computer science researchers who intend to use crowdsourcing technology for human centered experiments. The focus of this Dagstuhl seminar, held in Dagstuhl Castle in November 2015, was to discuss experiences and methodological considerations when using crowdsourcing platforms to run human-centered experiments to test the effectiveness of visual representations. The inspiring Dagstuhl atmosphere fostered discussions and brought together researchers from different research directions. The papers provide information on crowdsourcing technology and experimental methodologies, comparisons between crowdsourcing and lab experiments, the use of crowdsourcing for visualisation, psychology, QoE and HCI empirical studies, and finally the nature of crowdworkers and their work, their motivation and demographic background, as well as the relationships among people forming the crowdsourcing community.
Author: Peter Holland
Publisher: Routledge
ISBN: 135103488X
Category : Business & Economics
Languages : en
Pages : 173
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Book Description
Whilst only in the second decade of the 21st century, we have seen significant and fundamental change in the way we work, where we work, how we work and the conditions of work. The continued advancements of (smart) technology and artificial intelligence, globalisation and deregulation can provide a ‘sleek’ view of the world of work. This paradigm can deliver the opportunity to both control work and provide new challenges in this emerging virtual and global workplace with 24/7 connectivity, as the boundaries of the traditional organisation ‘melt’ away. Throughout the developed world the notions of work and employment are becoming increasingly separated and for some this will provide new opportunities in entrepreneurial and self-managed work. However, the alternate or ‘bleak’ perspectives is a world of work where globalisation and technology work together to eliminate or minimise employment, underpinning standardised employment with less and less stable or secure work, typified by the rise of the ‘gig’ economy and creating more extreme work, in terms of working hours, conditions and rewards. These aspects of work are likely to have a significant negative impact on the workforce in these environments. These transformations are creating renewed interest in how work and the workforce is organised and managed and its relationship to employment in a period when all predictions are that the pace of change will only accelerate.
Author: Alessandro Bozzon
Publisher: Springer
ISBN: 331938791X
Category : Computers
Languages : en
Pages : 640
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Book Description
This book constitutes the refereed proceedings of the 16th International Conference on Web Engineering, ICWE 2016, held in Lugano, Switzerland, in June 2016. The 19 full research papers, 13 short papers, 3 vision papers, 11 demonstrations, 5 posters, 6 PhD Symposium and 4 tutorials presented were carefully reviewed and selected from 120 submissions. The 16th edition of ICWE accepted contributions related to different research areas revolving around Web engineering, including: Web application modelling and engineering, Human computation and crowdsourcing, Web applications composition and mashups, SocialWeb applications, SemanticWeb, and, for the first time, also the Web of Things.
