How transform city into smart or even more friendly adaptive city ? Thanks to IoT/AoT, AI, machine learning, sensors and open data everyone can benefit from waste or protect natural environment. Business case for recycled glass included.
A Quintessential smart city infrastructure framework for all stakeholdersJonathan L. Tan, M.B.A.
Smart City Infrastructure Framework provides guidance to open government data and infrastructure essentials for ICT \ Telecom, Energy \ Renewable Energy, Water \ Waste Water, Transportation, Education, Health and Government Services systems
I. Smart City Drivers
Smart City Definition
Smart City Elements
II. Smart City Infrastructure Frameworks
III. Technology Ecosystem
Stakeholders
ICT Essentials
OGD
ICT for Building Automation
Smart Water
Smart Energy
Smart Transportation
Smart Education
Smart Healthcare
Smart City Services
IV. Smart City Applications
V. Smart City Systems Infrastructure
Top SC Vendors
The Citizens Connect program in Boston allows residents to report issues in their neighborhoods to the city through a mobile app or other channels. It aims to make government more transparent, informative and empowering for citizens. The app allows users to submit problem reports with photos and track their resolution. Over 20% of citizen requests now come through the mobile channel. While it faces challenges like fake reports, the program has increased citizen satisfaction with city services and may serve as a model for other municipalities.
Smart Cities and Measurable Cities - a technological perspectiveSpeck&Tech
Smart cities utilize digital technologies and data to improve city operations and services for residents. A smart city requires measuring various city data through sensors and IoT devices. This data helps optimize areas like transportation, infrastructure, and public services. However, collecting and sharing large amounts of citizen data also raises privacy and security issues. Creating an open yet secure city data platform that many stakeholders can access presents technological and coordination challenges. Overall, smart cities aim to enhance life for residents through data-driven improvements, but achieving this vision requires addressing numerous technical, social, and governance complexities.
This introduction to a standing-room only SXSW 2014 panel on responsive design illustrates our need to think beyond desktops, tablets, and mobile phones. It also highlights some of the problems in our still nascent responsive design and development processes.
Video and slides synchronized, mp3 and slide download available at URL http://bit.ly/2se8sl9.
Holly Cummins talks about the big picture of IoT and whether embedded devices are relevant to business. Cummins demos using an embedded device with MQTT and a Java toolkit for MQTT. Filmed at qconlondon.com.
Holly Cummins is the technical lead of IBM’s London Bluemix Garage. She was previously delivery lead for the WebSphere Liberty Profile. She is a JavaOne RockStar, and has also spoken at Devoxx, JavaZone, JFokus, The ServerSide Java Symposium, JAX London, GeeCon, and the Great Indian Developer Summit. She is a co-author of Enterprise OSGi in Action.
This document provides an introduction to Internet of Things (IoT) and smart cities. It discusses Kevin Ashton who coined the term "Internet of Things" and his vision for using data to increase efficiency. Key enabling technologies for IoT like cheap sensors, bandwidth, processing and wireless coverage are outlined. Examples of IoT applications in various sectors like manufacturing, transportation, agriculture and smart cities are provided. The document also discusses challenges in making sense of the large amounts of data generated by IoT devices and the importance of a citizen-centric approach to building smart cities by leveraging crowdsourcing and citizen engagement.
This document discusses Internet of Things (IoT) applications in smart cities. It begins by defining what a smart city is and outlines some of the key aspects such as adequate infrastructure, citizen services, sustainability, and technology/data use. The document then discusses how IoT can enhance smart city initiatives by connecting devices to collect and analyze data across various domains like transportation, utilities, security etc. Challenges in implementing large-scale IoT projects in cities are also highlighted, as well as the need for collaboration between different stakeholders to overcome them.
This document discusses using the Internet of Things (IoT) for smart cities. It describes how objects will be equipped with sensors and communication capabilities to connect to the Internet and each other. This allows for various smart city services like structural health monitoring of buildings, waste management, and traffic monitoring. Current trends show IoT evolving from wireless sensor networks and test beds providing valuable insights. However, challenges remain around architecture, security, standardization, and data analytics to fully realize an interoperable smart city IoT platform. The author is interested in collecting and analyzing sensor data on topics like air quality, noise levels, and enabling intelligent transportation systems through vehicular clouds.
A Quintessential smart city infrastructure framework for all stakeholdersJonathan L. Tan, M.B.A.
Smart City Infrastructure Framework provides guidance to open government data and infrastructure essentials for ICT \ Telecom, Energy \ Renewable Energy, Water \ Waste Water, Transportation, Education, Health and Government Services systems
I. Smart City Drivers
Smart City Definition
Smart City Elements
II. Smart City Infrastructure Frameworks
III. Technology Ecosystem
Stakeholders
ICT Essentials
OGD
ICT for Building Automation
Smart Water
Smart Energy
Smart Transportation
Smart Education
Smart Healthcare
Smart City Services
IV. Smart City Applications
V. Smart City Systems Infrastructure
Top SC Vendors
The Citizens Connect program in Boston allows residents to report issues in their neighborhoods to the city through a mobile app or other channels. It aims to make government more transparent, informative and empowering for citizens. The app allows users to submit problem reports with photos and track their resolution. Over 20% of citizen requests now come through the mobile channel. While it faces challenges like fake reports, the program has increased citizen satisfaction with city services and may serve as a model for other municipalities.
Smart Cities and Measurable Cities - a technological perspectiveSpeck&Tech
Smart cities utilize digital technologies and data to improve city operations and services for residents. A smart city requires measuring various city data through sensors and IoT devices. This data helps optimize areas like transportation, infrastructure, and public services. However, collecting and sharing large amounts of citizen data also raises privacy and security issues. Creating an open yet secure city data platform that many stakeholders can access presents technological and coordination challenges. Overall, smart cities aim to enhance life for residents through data-driven improvements, but achieving this vision requires addressing numerous technical, social, and governance complexities.
This introduction to a standing-room only SXSW 2014 panel on responsive design illustrates our need to think beyond desktops, tablets, and mobile phones. It also highlights some of the problems in our still nascent responsive design and development processes.
Video and slides synchronized, mp3 and slide download available at URL http://bit.ly/2se8sl9.
Holly Cummins talks about the big picture of IoT and whether embedded devices are relevant to business. Cummins demos using an embedded device with MQTT and a Java toolkit for MQTT. Filmed at qconlondon.com.
Holly Cummins is the technical lead of IBM’s London Bluemix Garage. She was previously delivery lead for the WebSphere Liberty Profile. She is a JavaOne RockStar, and has also spoken at Devoxx, JavaZone, JFokus, The ServerSide Java Symposium, JAX London, GeeCon, and the Great Indian Developer Summit. She is a co-author of Enterprise OSGi in Action.
This document provides an introduction to Internet of Things (IoT) and smart cities. It discusses Kevin Ashton who coined the term "Internet of Things" and his vision for using data to increase efficiency. Key enabling technologies for IoT like cheap sensors, bandwidth, processing and wireless coverage are outlined. Examples of IoT applications in various sectors like manufacturing, transportation, agriculture and smart cities are provided. The document also discusses challenges in making sense of the large amounts of data generated by IoT devices and the importance of a citizen-centric approach to building smart cities by leveraging crowdsourcing and citizen engagement.
This document discusses Internet of Things (IoT) applications in smart cities. It begins by defining what a smart city is and outlines some of the key aspects such as adequate infrastructure, citizen services, sustainability, and technology/data use. The document then discusses how IoT can enhance smart city initiatives by connecting devices to collect and analyze data across various domains like transportation, utilities, security etc. Challenges in implementing large-scale IoT projects in cities are also highlighted, as well as the need for collaboration between different stakeholders to overcome them.
This document discusses using the Internet of Things (IoT) for smart cities. It describes how objects will be equipped with sensors and communication capabilities to connect to the Internet and each other. This allows for various smart city services like structural health monitoring of buildings, waste management, and traffic monitoring. Current trends show IoT evolving from wireless sensor networks and test beds providing valuable insights. However, challenges remain around architecture, security, standardization, and data analytics to fully realize an interoperable smart city IoT platform. The author is interested in collecting and analyzing sensor data on topics like air quality, noise levels, and enabling intelligent transportation systems through vehicular clouds.
The document discusses trends driving the growth of smart cities and provides a vision of what smart cities of the future may look like. It then presents IDC Government Insights' smart city maturity model, which defines five stages of maturity for smart cities - from ad hoc to optimized. Finally, it outlines five best practice areas and related success factors that cities need to address to progress toward becoming truly smart cities. These best practice areas include both non-technology and technology factors such as leadership, infrastructure, data usage, and more.
The document discusses Internet of Things (IoT) and smart cities. It begins with an introduction submitted by authors from the World University of Bangladesh and their supervisor. It then lists topics to be covered, including what IoT is, how to measure smartness of cities, how IoT works, its structure, challenges, security, and applications. The document discusses how IoT enables physical objects to collect and exchange data remotely without human intervention. It provides examples of smart technologies like smart grids, homes, and cities. It also discusses the growth of IoT and estimates its economic value will reach trillions of dollars by 2020. Finally, it discusses some IoT applications and technologies like sensors, communication protocols, and potential issues like
This document discusses the potential of internet of things (IoT) technology for creating smart cities. It begins by explaining how large the global IoT market is expected to become by 2020, with billions of connected devices. It then outlines the various components of an IoT ecosystem and discusses market opportunities in areas like application development, integration, and security. The document emphasizes the importance of cities in driving innovation and economic growth. It presents examples of how IoT could be applied in cities for applications like environmental monitoring, parking management, and traffic monitoring. It also discusses challenges around data integration, collection, and analysis for smart cities. Finally, the document discusses approaches for citizen engagement with smart city technologies and applications.
The document discusses using Internet of Things (IoT) technologies to create smart cities. It outlines several core infrastructure elements needed for smart cities, including high performance computing, data centers, mobility, and data analytics. It then describes some key benefits of an IoT-enabled city, such as reduced energy consumption, faster traffic flow, improved public safety, and enhanced healthcare. Finally, it presents examples of smart city IoT use cases, such as an intelligent traffic management system in Indore, India and a geographic information system for monitoring street sweeping in Mohali, India.
The document discusses current trends in the Internet of Things (IoT). It describes how technologies like cheap sensors, bandwidth, processing, and wireless coverage have enabled the growth of IoT. The IoT market is large and growing, with billions of connected devices expected by 2020. The document outlines several industry sectors that are being impacted by IoT, such as manufacturing, transportation, agriculture, healthcare, and more. It also discusses challenges around managing large volumes of data from IoT devices and extracting useful insights and value from that data. Finally, the document discusses the potential for IoT to help build smarter cities by crowdsourcing input from citizens through mobile apps.
The presentation discusses the Internet of Things (IoT) and its applications in smart cities. IoT involves connecting physical devices with sensors to the internet, allowing them to collect and share data. This enables applications across various industries like manufacturing, transportation, healthcare and more. Some key benefits of IoT include improved communication, automation, cost savings and predictive analytics. Major challenges remain around data storage, security and privacy. The presentation predicts that by 2020 there will be over 24 billion connected IoT devices generating $13 trillion in economic value annually. Finally, it outlines how IoT can enable smart infrastructure around transportation, energy grids, homes and cities.
Building Your Next Smart City Solutions - Citizen-Focused ApproachDr. Mazlan Abbas
The document discusses building smart city solutions with a citizen-focused approach. It proposes crowdsourcing ideas and issues from citizens through a mobile application to help cities identify problems and improve livability. The application would allow citizens to submit photos, locations and descriptions of issues like crime areas, garbage, and flooding to help cities better manage resources. The document outlines examples of smart systems like parking, waste management and street lighting that could help create more responsive smart cities.
Internet of Things - Preparing Yourself for a Smart NationDr. Mazlan Abbas
The document discusses how nations can prepare for the Internet of Things (IoT) and become smart nations. It outlines the key traits of a smart nation such as being citizen-centric and data-driven. By 2020, it is estimated there will be over 20 billion devices connected to the IoT. Implementing IoT technologies can improve efficiency, reduce costs, create new products and revenue streams for consumers, government, and businesses. An example program called CitiAct is described that engages citizens to help cities identify issues using their smartphones as sensors to collect crime, traffic and environmental data to optimize resources and gain insights. Smart parking and waste management solutions are provided as examples of how IoT can solve citizens' pain points and help
Issues and Challenges of Deploying a Smart Citizen Engagement SolutionDr. Mazlan Abbas
This document discusses the challenges of deploying a smart citizen engagement solution. It notes that the world's population is increasingly urbanized and the Internet of Things market is growing rapidly. A major challenge is the "last 100 meters" of connectivity to link devices. The document outlines different stages of IoT maturity and considers issues around data ownership, blending data sources, and creating value from data. It proposes using crowdsourcing and smartphone sensors to engage citizens and gain insights for improved city planning. Finally, it discusses potential business models for smart cities and challenges around integration, budgets, and changing workflows.
Building the Next Smart City With Mobile Cyber-Physical SystemsDr. Mazlan Abbas
Dr. Mazlan Abbas discusses building smart cities using mobile cyber-physical systems. He outlines how the Internet of Things market is growing exponentially, with over 6 billion devices connected by 2016. Smart cities can improve efficiency, reduce costs, create new products and revenue by using data from various sensors to monitor and optimize aspects like transportation, infrastructure, and the environment. Citizen engagement through crowdsourcing is important for identifying issues and gaining insights to optimize city resources. Mobile applications and open data platforms allow citizens to report problems and help make their cities smarter.
Building Smart Cities Through the Eyes of CitizensDr. Mazlan Abbas
This document discusses building smart cities through citizen engagement and avoiding common pitfalls. It highlights the need for citizen-centric smart city services and outlines REDtone IOT's strategy. The document provides 10 tips for city authorities on citizen engagement, including gaining buy-in from citizens, using publicity and social media, finding concerned citizens, and considering gamification or outsourcing citizen engagement apps rather than developing them in-house. The overall message is that technology should be used to improve citizens' lives and that smart cities require an integrated approach considering citizens' needs.
AI for Smart City Innovations with Open Data (tutorial)Biplav Srivastava
The area of smart city seeks to use information and communication technology (ICT) to engage citizens and seek participative ways to reduce wastage and achieve positive, measurable, economic and societal outcomes. In this tutorial, we will make early and experienced researchers aware, and equip them to create, societal innovations with AI techniques like semantics, knowledge representation, data integration, machine learning, planning, scheduling, logic, trust and agents, and open data, that is increasingly, readily available, globally from government and other sources.
Teradata and Cisco integrated journey to IoT and Smart cityArtur Borycki
Presentation focus on highlighting how Cisco and Teradata are working together to deliver end to end IoT solutions to address Industrial problems and enables journey to Smart Cities. Industry 4.0 and Smart City requires not just sensors and devices but ability to enable system of system.
Revolutionising Facility Management Services Through Internet of Things - Is ...Dr. Mazlan Abbas
1) IoT technologies like cheap sensors, bandwidth, processing power and ubiquitous wireless coverage have enabled new applications of connecting physical assets.
2) IoT can help facilities manage assets more effectively, reduce costs, optimize operations and generate new revenue streams.
3) IoT maturity progresses from basic monitoring, to control, optimization and autonomous operations. Many industry sectors are adopting IoT including manufacturing, transportation, agriculture and more.
REDtone IoT and Unified Inbox partner to integrate IoT devices with Social MediaDr. Mazlan Abbas
The document summarizes key financial results from Etisalat Group for the second quarter of 2016. Etisalat Group posted a 51% increase in net profit compared to the same period last year. Revenue increased 2% year-over-year to AED 13.3 billion. Earnings per share increased 51% to AED 0.27. The board approved an interim dividend of 40 fils per share. Etisalat maintained solid financial performance in the first half of 2016.
A Full End-to-End Platform as a Service for SmartCity ApplicationsCharalampos Doukas
Presentation at the 10th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications - WiMob2014, about using COMPOSE project components for building Smart City application
This document discusses how IoT can be used to create a smart city by connecting devices and sensors to provide real-time data collection and monitoring of various city systems and services. Some key applications of IoT in a smart city include smart transportation through connected vehicles that provide traffic information, smart buildings that remotely monitor energy and utilities, smart hospitals that allow remote patient monitoring and doctor consultations, and facilities to help serve the disabled community through connected assistive devices. Overall, IoT in a smart city aims to simplify life for citizens through automated and interconnected systems that are managed online.
This document discusses the current status and future of the Internet of Things (IoT). It outlines several technological challenges facing IoT, such as scalability, standardization, and power supply. It also notes criticisms around privacy, security, and social control issues with IoT. The document provides examples of IoT applications including smart agriculture using sensors implanted in cows' ears, and applications in various industries like manufacturing, healthcare, transportation and more. It concludes by stating that IoT is only beginning and will continue generating more data to increase understanding.
Smart City is all about being connected - connecting diverse systems for people to connect and interact with the smart city facilities. This presentation highlights what a smart city is and how it is evolving from the time we know our cities, what all it takes for a city to become smart, the challenges involved and the key driver for making cities smart - Internet-of-Things. Do take a walkthrough and feel free to share back your comments, feedback and queries.
This document discusses the Internet of Things (IoT) and smart cities. It provides an overview of the growth of unconnected devices and the opportunity for data sharing and analytics. Intel offers a range of products from devices to the cloud to enable end-to-end IoT solutions. Example use cases are described for smart buildings, energy, retail, and transport. The document also outlines Intel's gateway solutions and a smart city project in Dublin using a network of gateways for environmental monitoring, participatory sensing, and data fusion to power citizen-centric services and apps.
The document discusses trends driving the growth of smart cities and provides a vision of what smart cities of the future may look like. It then presents IDC Government Insights' smart city maturity model, which defines five stages of maturity for smart cities - from ad hoc to optimized. Finally, it outlines five best practice areas and related success factors that cities need to address to progress toward becoming truly smart cities. These best practice areas include both non-technology and technology factors such as leadership, infrastructure, data usage, and more.
The document discusses Internet of Things (IoT) and smart cities. It begins with an introduction submitted by authors from the World University of Bangladesh and their supervisor. It then lists topics to be covered, including what IoT is, how to measure smartness of cities, how IoT works, its structure, challenges, security, and applications. The document discusses how IoT enables physical objects to collect and exchange data remotely without human intervention. It provides examples of smart technologies like smart grids, homes, and cities. It also discusses the growth of IoT and estimates its economic value will reach trillions of dollars by 2020. Finally, it discusses some IoT applications and technologies like sensors, communication protocols, and potential issues like
This document discusses the potential of internet of things (IoT) technology for creating smart cities. It begins by explaining how large the global IoT market is expected to become by 2020, with billions of connected devices. It then outlines the various components of an IoT ecosystem and discusses market opportunities in areas like application development, integration, and security. The document emphasizes the importance of cities in driving innovation and economic growth. It presents examples of how IoT could be applied in cities for applications like environmental monitoring, parking management, and traffic monitoring. It also discusses challenges around data integration, collection, and analysis for smart cities. Finally, the document discusses approaches for citizen engagement with smart city technologies and applications.
The document discusses using Internet of Things (IoT) technologies to create smart cities. It outlines several core infrastructure elements needed for smart cities, including high performance computing, data centers, mobility, and data analytics. It then describes some key benefits of an IoT-enabled city, such as reduced energy consumption, faster traffic flow, improved public safety, and enhanced healthcare. Finally, it presents examples of smart city IoT use cases, such as an intelligent traffic management system in Indore, India and a geographic information system for monitoring street sweeping in Mohali, India.
The document discusses current trends in the Internet of Things (IoT). It describes how technologies like cheap sensors, bandwidth, processing, and wireless coverage have enabled the growth of IoT. The IoT market is large and growing, with billions of connected devices expected by 2020. The document outlines several industry sectors that are being impacted by IoT, such as manufacturing, transportation, agriculture, healthcare, and more. It also discusses challenges around managing large volumes of data from IoT devices and extracting useful insights and value from that data. Finally, the document discusses the potential for IoT to help build smarter cities by crowdsourcing input from citizens through mobile apps.
The presentation discusses the Internet of Things (IoT) and its applications in smart cities. IoT involves connecting physical devices with sensors to the internet, allowing them to collect and share data. This enables applications across various industries like manufacturing, transportation, healthcare and more. Some key benefits of IoT include improved communication, automation, cost savings and predictive analytics. Major challenges remain around data storage, security and privacy. The presentation predicts that by 2020 there will be over 24 billion connected IoT devices generating $13 trillion in economic value annually. Finally, it outlines how IoT can enable smart infrastructure around transportation, energy grids, homes and cities.
Building Your Next Smart City Solutions - Citizen-Focused ApproachDr. Mazlan Abbas
The document discusses building smart city solutions with a citizen-focused approach. It proposes crowdsourcing ideas and issues from citizens through a mobile application to help cities identify problems and improve livability. The application would allow citizens to submit photos, locations and descriptions of issues like crime areas, garbage, and flooding to help cities better manage resources. The document outlines examples of smart systems like parking, waste management and street lighting that could help create more responsive smart cities.
Internet of Things - Preparing Yourself for a Smart NationDr. Mazlan Abbas
The document discusses how nations can prepare for the Internet of Things (IoT) and become smart nations. It outlines the key traits of a smart nation such as being citizen-centric and data-driven. By 2020, it is estimated there will be over 20 billion devices connected to the IoT. Implementing IoT technologies can improve efficiency, reduce costs, create new products and revenue streams for consumers, government, and businesses. An example program called CitiAct is described that engages citizens to help cities identify issues using their smartphones as sensors to collect crime, traffic and environmental data to optimize resources and gain insights. Smart parking and waste management solutions are provided as examples of how IoT can solve citizens' pain points and help
Issues and Challenges of Deploying a Smart Citizen Engagement SolutionDr. Mazlan Abbas
This document discusses the challenges of deploying a smart citizen engagement solution. It notes that the world's population is increasingly urbanized and the Internet of Things market is growing rapidly. A major challenge is the "last 100 meters" of connectivity to link devices. The document outlines different stages of IoT maturity and considers issues around data ownership, blending data sources, and creating value from data. It proposes using crowdsourcing and smartphone sensors to engage citizens and gain insights for improved city planning. Finally, it discusses potential business models for smart cities and challenges around integration, budgets, and changing workflows.
Building the Next Smart City With Mobile Cyber-Physical SystemsDr. Mazlan Abbas
Dr. Mazlan Abbas discusses building smart cities using mobile cyber-physical systems. He outlines how the Internet of Things market is growing exponentially, with over 6 billion devices connected by 2016. Smart cities can improve efficiency, reduce costs, create new products and revenue by using data from various sensors to monitor and optimize aspects like transportation, infrastructure, and the environment. Citizen engagement through crowdsourcing is important for identifying issues and gaining insights to optimize city resources. Mobile applications and open data platforms allow citizens to report problems and help make their cities smarter.
Building Smart Cities Through the Eyes of CitizensDr. Mazlan Abbas
This document discusses building smart cities through citizen engagement and avoiding common pitfalls. It highlights the need for citizen-centric smart city services and outlines REDtone IOT's strategy. The document provides 10 tips for city authorities on citizen engagement, including gaining buy-in from citizens, using publicity and social media, finding concerned citizens, and considering gamification or outsourcing citizen engagement apps rather than developing them in-house. The overall message is that technology should be used to improve citizens' lives and that smart cities require an integrated approach considering citizens' needs.
AI for Smart City Innovations with Open Data (tutorial)Biplav Srivastava
The area of smart city seeks to use information and communication technology (ICT) to engage citizens and seek participative ways to reduce wastage and achieve positive, measurable, economic and societal outcomes. In this tutorial, we will make early and experienced researchers aware, and equip them to create, societal innovations with AI techniques like semantics, knowledge representation, data integration, machine learning, planning, scheduling, logic, trust and agents, and open data, that is increasingly, readily available, globally from government and other sources.
Teradata and Cisco integrated journey to IoT and Smart cityArtur Borycki
Presentation focus on highlighting how Cisco and Teradata are working together to deliver end to end IoT solutions to address Industrial problems and enables journey to Smart Cities. Industry 4.0 and Smart City requires not just sensors and devices but ability to enable system of system.
Revolutionising Facility Management Services Through Internet of Things - Is ...Dr. Mazlan Abbas
1) IoT technologies like cheap sensors, bandwidth, processing power and ubiquitous wireless coverage have enabled new applications of connecting physical assets.
2) IoT can help facilities manage assets more effectively, reduce costs, optimize operations and generate new revenue streams.
3) IoT maturity progresses from basic monitoring, to control, optimization and autonomous operations. Many industry sectors are adopting IoT including manufacturing, transportation, agriculture and more.
REDtone IoT and Unified Inbox partner to integrate IoT devices with Social MediaDr. Mazlan Abbas
The document summarizes key financial results from Etisalat Group for the second quarter of 2016. Etisalat Group posted a 51% increase in net profit compared to the same period last year. Revenue increased 2% year-over-year to AED 13.3 billion. Earnings per share increased 51% to AED 0.27. The board approved an interim dividend of 40 fils per share. Etisalat maintained solid financial performance in the first half of 2016.
A Full End-to-End Platform as a Service for SmartCity ApplicationsCharalampos Doukas
Presentation at the 10th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications - WiMob2014, about using COMPOSE project components for building Smart City application
This document discusses how IoT can be used to create a smart city by connecting devices and sensors to provide real-time data collection and monitoring of various city systems and services. Some key applications of IoT in a smart city include smart transportation through connected vehicles that provide traffic information, smart buildings that remotely monitor energy and utilities, smart hospitals that allow remote patient monitoring and doctor consultations, and facilities to help serve the disabled community through connected assistive devices. Overall, IoT in a smart city aims to simplify life for citizens through automated and interconnected systems that are managed online.
This document discusses the current status and future of the Internet of Things (IoT). It outlines several technological challenges facing IoT, such as scalability, standardization, and power supply. It also notes criticisms around privacy, security, and social control issues with IoT. The document provides examples of IoT applications including smart agriculture using sensors implanted in cows' ears, and applications in various industries like manufacturing, healthcare, transportation and more. It concludes by stating that IoT is only beginning and will continue generating more data to increase understanding.
Smart City is all about being connected - connecting diverse systems for people to connect and interact with the smart city facilities. This presentation highlights what a smart city is and how it is evolving from the time we know our cities, what all it takes for a city to become smart, the challenges involved and the key driver for making cities smart - Internet-of-Things. Do take a walkthrough and feel free to share back your comments, feedback and queries.
This document discusses the Internet of Things (IoT) and smart cities. It provides an overview of the growth of unconnected devices and the opportunity for data sharing and analytics. Intel offers a range of products from devices to the cloud to enable end-to-end IoT solutions. Example use cases are described for smart buildings, energy, retail, and transport. The document also outlines Intel's gateway solutions and a smart city project in Dublin using a network of gateways for environmental monitoring, participatory sensing, and data fusion to power citizen-centric services and apps.
Smart Cities, IoT, SDN, 5G Networks, Cloud Computing… Managing Complexity wit...Bristol Is Open
Service & Content Providers’ Perspective of Smart Cities -How to enrich citizen experience using a pervasive urban SDN connectivity environment, Ramon Casellas
China Telecom provides an overview of smart cities and its role in enabling them. Key points include:
1) China Telecom has extensive network infrastructure and customer base in China that provides a strong foundation for supporting smart city initiatives.
2) A smart city utilizes internet of things technologies like sensors and networks connected to platforms and applications to improve areas like transportation, healthcare, logistics and more.
3) China Telecom sees opportunities to partner with governments and vendors to provide smart city services and solutions leveraging its networks, experience and resources. Collaboration is important for realizing smart city goals.
AI & IoT in the development of smart citiesRaunak Mundada
Smart cities utilize information and communication technologies to improve economic and social well-being while reducing environmental impact. Internet of things (IoT) technologies allow cities to become smart through applications like smart grids, waste management, traffic management, and load forecasting. Artificial intelligence and deep learning techniques can help with load forecasting and optimizing these smart city applications through analyzing real-time sensor data from areas like energy use, transportation, and infrastructure monitoring. The document provides examples of how cities like Barcelona, London, and Singapore are successfully implementing IoT and AI strategies to address challenges from urbanization and improve services.
Cloud based Smart City hubs are an attractive approach to addressing some of the complex issues faced when deploying PaaS infrastructure for Smart Cities. In this paper we introduce the general notion of IoT hubs and then discusses our work to generalize our IoT hub as a Smart City PaaS. Two key issues are identified, support for hybrid public/private cloud and interoperability. We briefly describe our approach to these issues and discuss our experiences deploying two cloud-based Smart City hubs, one in the UK and the other in Canada.
This business seminar focuses on the objective of understanding Iot Smart Cities. Especially concerning opportunities, challenges, risks, strengths, threats, macroeconomic factors, market consolidation and maturation and more. Relevant for students and professionals interested in the IoT sector.
This document discusses smart cities and various initiatives around the world to develop smart city technologies and solutions. It provides an overview of smart city features and technologies, including smart energy, transportation, water, buildings, and networks. Specific examples of smart city projects in Barcelona, India, and at the national and global levels through the EU and IEEE are described. The document concludes by emphasizing the opportunities that smart cities present for Tunisian cities, IT sectors, and engineering fields.
This document discusses the concept of smart cities and the role of the Internet of Things. It begins with an overview of smart city concepts and urban IoT architecture. It then describes an experimental study of the PADOVA smart city project in Italy. This includes details on the system architecture used in PADOVA and examples of data collected. The document concludes that IoT solutions are available for smart cities and emerging technologies are expanding the market for related products. It provides references on IoT for smart cities and convergence of technologies.
come la digitalizzazione dei processi e dei prodotti abilita la trasformazione del modello di business ed il passaggio dall'economia del tangibile all'economia dell'intangibile
Smart city Shahrour AUST Beirut april 2015 shIsam Shahrour
Conference of Isam Shahrour at the American University of Science Technology (AUST), Beirut, April 2015 on the topic: "Smart City for developing countries: Utopia or a real opportunity?"
Matthew Bailey IoT Keynote - Future of Wireless, Humanity and our PlanetMatthew Bailey
This document discusses the potential opportunities and applications of Internet of Things (IoT) technology, with a focus on smart cities and rural applications. It describes how IoT sensors could be used to monitor environments, infrastructure, agriculture and disasters. It also introduces Low Power Wide Area Networks (LPWANs) as a way to connect IoT devices over long ranges using little power. LPWANs are presented as a way to enable new IoT solutions and business cases in cities as well as more remote locations. The document argues that widespread deployment of IoT sensors, combined with LPWAN connectivity, could help optimize resource use, increase agricultural yields, and improve disaster response.
This document provides information about doing business in Estonia. It summarizes Enterprise Estonia, the government foundation that implements EU structural funds and promotes investment, trade, tourism, and innovation in Estonia. It also outlines Estonia's business environment rankings, main economic indicators, GDP by sector, foreign direct investment, exports/imports by country, taxation system, labor market, education system, digital government services, and some key sectors for investment and business.
The document discusses Internet of Things (IoT) and how it is enabling smart cities. It describes technologies that enable IoT like cheap sensors, bandwidth, processing power, and wireless coverage. It discusses the history and challenges of IoT. It outlines how IoT can be used across various sectors and environments like transportation, infrastructure, manufacturing, agriculture and more. It discusses how IoT can provide benefits like improved efficiency, reduced costs, and new revenue streams for cities. Finally, it discusses how citizen engagement and mobile applications can help build smart cities and provide solutions using IoT.
The document provides an overview of smart cities, including:
1) It defines a smart city as one that uses information and communication technologies to enhance the quality and performance of urban services in order to reduce costs and resource consumption.
2) The main components that enable smart cities are the Internet of Things (IoT), which uses sensors to collect data, and big data, which analyzes the data across systems.
3) Video analytics technology is highlighted as a way to analyze traffic video data in real-time to detect unsafe situations and prevent accidents, with a pilot project already implemented in Bellevue, Washington.
The document discusses Internet of Things (IoT) applications in smart cities using examples from Santander, Spain and Novi Sad, Serbia. It describes how IoT sensors collect data that is analyzed to provide useful information and services to citizens. Open data and interactive citizen participation are key aspects of smart cities. The Santander project involved deploying 20,000 IoT devices around the city to monitor things like parking availability, environmental factors and traffic. This large-scale test showed how IoT can generate data to power various smart city applications and services.
How do things produce really Big Data? What is difference between Industry 3.0 and Industry 4.0? Learn more about it and check our Big Data cases in IoT.
This document discusses the growth of the Internet of Things (IoT) market and opportunities for smart cities. It notes that by 2020 there will be over 34 billion IoT devices connected, and that the IoT market is expected to generate trillions in spending between 2015-2020. Various industries and environments that can benefit from IoT solutions are described, including manufacturing, transportation, infrastructure, and more. The document advocates for using citizen-generated data and crowdsourcing to help cities better understand issues and optimize resources. Smartphone sensors and mobile applications are presented as ways to empower citizens to actively contribute data for smart city initiatives.
This document discusses an Internet of Things workshop presented by Dr. Mazlan Abbas. The agenda includes an introduction to IoT, applications of IoT, and smart cities. Technologies enabling IoT are discussed, such as cheap sensors, bandwidth, processing power, and wireless coverage. Examples of IoT applications are presented across various industries like manufacturing, transportation, agriculture, and more. Benefits of IoT include increased security, efficiency, and new revenue streams. The document also discusses defining and collecting data, data ownership, and creating value from data through analytics.
Integrated information technology and electronics are becoming more and more common in products, which can now “talk” to each other and share information. The Internet of Things is transforming not just the daily lives of consumers but also many business sectors.
Tietotekniikka ja elektroniikka nivoutuvat yhä tiiviimmin osaksi laitteita ja esineitä, jotka voivat ”keskustella keskenään” ja jakaa tietoa toistensa kanssa. Asioiden ja esineiden internet (Internet of Things) mullistaa paitsi kuluttajien arkea, myös monen alan liiketoimintaa.
The document discusses several topics related to smart cities and the Internet of Things (IoT), including developing solutions to track sea containers, optimize construction projects using RFID tags, and challenge banks to implement digital marketing. It also discusses trends in IoT such as the growing number of connected devices. The document advocates addressing problems through new technologies and taking on challenges in an innovation perspective.
The document discusses the potential of the IT sector in Serbia. It notes that the ICT sector is the fastest growing sector in Serbia, with an average yearly growth rate of over 18.5%. The IT sector workforce has strong skills and lower costs compared to other countries. There are also over 1,500 new IT graduates each year and 35 higher education institutions that teach ICT subjects. Major foreign tech companies like Microsoft, Schneider, and Adobe have development centers in Serbia. The IT industry has potential in areas like embedded systems, cloud computing, AI, and IoT solutions.
According to the McKinsey Global Institute’s extensive study of global cities:
- 80% of global GDP is generated in cities with
- 50% in the 380 major cities of the developed world
- 10% in the largest 220 cities of the developing world.
Some 235 million households earning more than $20,000 will live in the emerging economy cities = growth of a global urban middle class = > high expectations of public services and the quality of the urban infrastructure and environment.
Internet of Things & Logistics ECO 270416 FinalErik Cotman
The document discusses the Internet of Things (IoT) and its potential applications and benefits for logistics. It provides definitions of IoT and key facts about the growing number of connected devices. It outlines various IoT applications areas like smart cities, homes, health, transport, and industry. For logistics specifically, it describes how IoT can enhance supply chain visibility and management through technologies like sensors, RFID, and beacons. The benefits highlighted include reduced asset loss, ensured temperature stability, optimized inventory and fleet management, and fuel cost savings. It concludes by advising companies to create a digital vision, identify quick wins, and inventory processes to embrace IoT.
Chapter 3 introduction to the smart city concept, AUST 2015Isam Shahrour
This lecture presents the concept of the smart city with particular focus on the use of the digital technology and collective governance. It also presents the data collection, analysis and use in the management of the City and the methodology to be followed for the implementation of the Smart City concept.
1) We have reached an inflection point where technology can help solve major world problems through smarter systems.
2) Advances in areas like RFID, internet connectivity, and computing power mean instrumentation and data are now ubiquitous.
3) These technological advances provide opportunities to create intelligent infrastructure that improves lives and drives economic growth while respecting privacy.
1) We have reached an inflection point where technology can help solve major world problems through smarter systems.
2) Advances in areas like RFID, internet connectivity, and computing power mean instrumentation and data are now ubiquitous.
3) These technological advances provide opportunities to create intelligent infrastructure that improves lives and drives economic growth while respecting privacy.
Similar to Smart City il est passe, thanks to IoT it's time for Adaptive City (20)
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
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Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
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We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Smart City il est passe, thanks to IoT it's time for Adaptive City
1. Co to jest Adaptive City ?
Smart City il est passé, thanks to IoT it’s time for
Adaptive City [Storytelling Style]
Sebastian Jakubiak ----- sensonar.com
2. Sievert [Sv]
Sievert (symbol: Sv) is a derived unit of ionizing radiation dose in the
International System of Units (SI). It is a measure of the health effect of
low levels of ionizing radiation on the human body.
Quantities that are measured in sieverts are intended to represent the
stochastic health risk, which for radiation dose assessment is defined
as the probability of cancer induction and genetic damage.
• Rolf Maximilian Sievert [ 6 May 1896 + 3 October 1966 ] was a
medical physicist whose major contribution was in the study of the
biological effects of radiation.
7. Succes in the digital economy rely mainly on the
agility to adapt new technologies, reinventing
strategy, building valuable aliances with partners "
& hiring the best talents.
-
Jowita Michalska - Digital University
„Jak dzięki technologiom ułatwić sobie pracę
i zwiększyć wydajność” - 2016
8. Urban migration trend
1900 |
1990 |
2010 |
2030 |
2050 |
2 out of 10 person
lived in urban
4 out of 10 person
lived in urban
5 out of 10 person
lived in urban
6 out of 10 person
will live in urban
7 out of 10 person
will live in urban
9. Till 2030 usage of sensors increase around "
700 000 x (!!!)*
It will solve most of the today’s challenges:
from intelligent shoes to fight against cancer
* See backup slides
13. TAM of glass in Poland
• Breweries: 400 mln of beer bottles annually
• 400 000 000 x 0,35 PLN = 120 mln PLN
• + wine bottles, vodka bottles, mineral water
• Let’s assume the beer number = 120 mln PLN
• Total Addresable Market = ~240 mln PLN
• One bottle can be reused 20 – 40 x before
goes to the glass factory (bottle glass
lifecycle)
14. „Today I will insist on doing
hardware with an intelligent
service. An advanced service
attached to device is the main
reason to go to the hardware”
– Sebastian Jakubiak
Entrepreneur
15. Smart Bin Glass Sensor
0,08 PLN / kg
Smart Bin
Glass Sensor
3,50 PLN / kg
+
=
18. • Industry 4.0
– Advanced object
recognition: 6D
cameras
– Deep machine
learing
– Robot sorting: Kuka
robotics
– Automated logistics
to glass collectors
19. TAM of glass bottles in the world
• 3 milion tons of glass are recycled annually
• 80% of the recycled glass is melted again
• Recycled glass is substituted for up to 95%
of raw materials
• Color sorting makes the difference
29. Summary
• IoT is not about things it’s about service
• Even 20, 34, 50B of things in 2020 doesn’t
matter à what matters is 200.000 new apps for
IoT till 2020
Innovation = Code + Data
'
Data is the grist of the innovation mill.
33. I n t e l i g e n t n e S y s t e m y I n f o r m a c y j n e
Sensonar sp. z o.o.
ul. Biały Kamień 7F
02-593Warszawa
http://www.sensonar.com
tel: +48 22 898 26 59
@: sensonar@sensonar.com
36. SENSONAR.COM
• Polish notation idea of IoT – our own independent array of
sensor platform (IoT Platform) partnering with Alphasense
(top EU producer of sensors: laser & ultrasound)
• We have own R&D department & pattended innovations in
m2m & IoT (Internet of Things) & AoT (Array of Things)
• Advisory à Project à Implementation à Execution à
Maintenance à Extension
• Our ecosystem: #EN-SURE, Ecotech, BivSee, Matic,
Orange, Integrated Solutions, Samsung, Qlik, Dimension
Data, Kuka
37. Sensonar business approach
SOLUTION
WHAT TO DO ? HOW TO DO ?
ACTION IMPACT IMAGINATION INSPIRATION
[plan] [raWonality] [idea] [introspecWon]
LOGIC STRATEGY CREATIVITY INTUITION
+ + +
PROBLEM
REASON EFFECT +
è