Advances in knowledge discovery and data mining Part II

19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II</p

An Empty Promise? Digital Democracy in the Smart City

The digital transformation affects every part of our societies and everyday lives, including the processes and structures of our democracies. On the one hand, information and communication technologies have the potential to lower the threshold for political communication and participation. On the other hand, they can be used for large-scale data collection and surveillance, posing a risk to the public sphere. This thesis investigates the impact of digitization on the legitimacy of democracy. It first develops a novel framework based on the theories of participatory and deliberative democracy, drawing on recent work on deliberative systems. On this basis, digital democracy is examined as a system, consisting of different engagement spaces and actors within the smart city. The smart city is a particularly fruitful testbed for digital democracy as it is based on the promise of applying a high density of digital technologies to facilitate civic participation as well as better service delivery and governance. Through an in-depth case study of the smart city of Amsterdam, this thesis not only reveals the legitimacy dilemmas of digital democracy in the smart city, but also illustrates the limits of applying participatorydeliberative systems theory on a digital democracy ecosystem. The analysis demonstrates design conflicts between different online engagement platforms within the digital democracy system, as well as conflicting objectives among the actors behind them. The findings do not support the claim that digitization negatively impacts democracy’s legitimacy in the smart city of Amsterdam through marketization, large-scale data collection, and surveillance, as some authors warn. However, a significant positive impact of digitization on democratic legitimacy, through higher levels of inclusiveness, empowerment, or civic influence, is also not confirmed. The findings show that digital technologies’ promise of facilitating large-scale citizen participation and deliberation in the smart city does not live up to the normative ideal. The results from Amsterdam are exposed to smart city and digital democracy experts across the globe to test their generalizability, demonstrating that, despite its shortcomings, Amsterdam’s extensive digital democracy system is far advanced in international comparison. What may appear a contradiction in fact illustrates that we are still in the early stages of development, with potential to enhance the legitimacy of digital democracy, both in the smart city of Amsterdam and beyond

Urban Informatics

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity

Urban Informatics

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity

Urban Informatics

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity

Bit Bang 7: Future of Energy

This book is the 7th in the Bit Bang series of books produced as multidisciplinary teamwork exercises by doctoral students participating in the course Bit Bang 7: Future of Energy at Aalto University during the academic year 2014–2015. The course aims at fostering teamwork and multidisciplinary collaboration, as well as providing participants with a global, futurecentric perspective on the energy sector. The growing global demand for energy and diminishing natural resources are driving the development of eco-efficient energy sources, new ways of doing business, and designing our living environment. Bit Bang 7 addresses the topic of energy sources and technologies from the perspective of their economic, environmental and social sustainability. The course elaborates on the interconnectedness of these phenomena, and links them to possible future scenarios, global megatrends and ethical considerations. Will we see disruptive changes in our energy future? Can we impact consumption patterns, ways of doing business, and our way of life? Are we creating a sustainable future for the generations to come? Working in teams, the students set out to answer questions related to the changing energy sector and to brainstorm radical scenarios of what the future could hold. This joint publication contains articles produced as teamwork assignments for the course, in which the students were encouraged to take novel and radical views on the future of energy. The Bit Bang series of courses is supported by the Multidisciplinary Institute of Digitalisation and Energy (MIDE). Previous Bit Bang publications are available from http:/mide.aalto.fi