The document discusses how mobile phone adoption has impacted markets in Africa. It notes that with mobile phones, the boundaries between livelihoods and personal lives have become blurred. Mobile phones have helped extend markets by reducing information costs and price dispersion, particularly for agricultural goods. However, the impact on productivity and market institutions is unclear with qualitative effects being difficult to measure. Challenges include evaluating impact, designing inclusive and sustainable business models, and developing technologies that address issues like infrastructure, literacy and usability. Policies are also needed to encourage innovation through public-private partnerships and regulate competition and consumer protection.
This project provides background information as the foundation for a more intensive study to be entitled ‘Genderstanding Mobile Telephony: Women, Men and their Use of the Cellular Phones in the Caribbean’ on usage of mobile telephony by men and women across varied age ranges in the region. The data suggests that telephony has undergone dramatic transitions over the
last five years. From an overwhelming presence of wire-line technology, the regional industry is now dominated by wireless subscribers getting service mainly through an interlocking network of cellular sites.
Mobile Internet - Africa's Digital BackboneAdeyemi Fowe
A presentation at the University of Illinois Urbana-Champaign to the students in Faculty of Engineering on the state of the art of Mobile technology in Africa.., the hopes and what the future holds.
This study builds on the findings of an extensive quantitative survey, led by the Regional Dialogue on the Information Society and conducted in seven countries across the region including Jamaica. Among the findings was that 93.8% of Jamaicans surveyed were mobile users. The study also yielded rich results in relation to the use of mobile services among youth, finding that they had above average adoption levels of text messaging and other mobile services. In light of this data on Jamaica’s unique situation, this paper seeks to answer the questions: What value-added features and mobile services are young people using and what are they using them for? The goal was to determine how these services and features fulfill needs in their day-to-day lives covering various aspects such as security, social interaction, cost-saving, recreation and commercial activities.
This project provides background information as the foundation for a more intensive study to be entitled ‘Genderstanding Mobile Telephony: Women, Men and their Use of the Cellular Phones in the Caribbean’ on usage of mobile telephony by men and women across varied age ranges in the region. The data suggests that telephony has undergone dramatic transitions over the
last five years. From an overwhelming presence of wire-line technology, the regional industry is now dominated by wireless subscribers getting service mainly through an interlocking network of cellular sites.
Mobile Internet - Africa's Digital BackboneAdeyemi Fowe
A presentation at the University of Illinois Urbana-Champaign to the students in Faculty of Engineering on the state of the art of Mobile technology in Africa.., the hopes and what the future holds.
This study builds on the findings of an extensive quantitative survey, led by the Regional Dialogue on the Information Society and conducted in seven countries across the region including Jamaica. Among the findings was that 93.8% of Jamaicans surveyed were mobile users. The study also yielded rich results in relation to the use of mobile services among youth, finding that they had above average adoption levels of text messaging and other mobile services. In light of this data on Jamaica’s unique situation, this paper seeks to answer the questions: What value-added features and mobile services are young people using and what are they using them for? The goal was to determine how these services and features fulfill needs in their day-to-day lives covering various aspects such as security, social interaction, cost-saving, recreation and commercial activities.
Understanding respondent’s interaction with household electronics – using tab...Merlien Institute
at Market Research in the Mobile World Africa 2014
November 5-6, 2014 Cape Town
This event is proudly organised by Merlien Institute
Check out our upcoming events by visiting http://mrmw.net/
Introduction to Electronic Commerce: Introduction of commerce, Electronic
commerce framework, electronic commerce and media convergence, the anatomy
of e-commerce application,The Network for Electronic Commerce: Need of network, market forces
influencing the I-way, components of I-way, network access equipment, and
global information distribution network.
The Internet as a Network Infrastructure: Introduction, the Internet terminology,
NSFNET: Architecture and Components, Internet governance: The Internet
Society.
Here are some interesting stats on the effects of the mobile revolution. This was part of the MWorld Special Report of Business Strategy Review, Volume 24, Issue 1-2013.
Subscribe today to receive your quarterly copy delivered to your home or work place. http://bit.ly/BSR-subscribe
Understanding respondent’s interaction with household electronics – using tab...Merlien Institute
at Market Research in the Mobile World Africa 2014
November 5-6, 2014 Cape Town
This event is proudly organised by Merlien Institute
Check out our upcoming events by visiting http://mrmw.net/
Introduction to Electronic Commerce: Introduction of commerce, Electronic
commerce framework, electronic commerce and media convergence, the anatomy
of e-commerce application,The Network for Electronic Commerce: Need of network, market forces
influencing the I-way, components of I-way, network access equipment, and
global information distribution network.
The Internet as a Network Infrastructure: Introduction, the Internet terminology,
NSFNET: Architecture and Components, Internet governance: The Internet
Society.
Here are some interesting stats on the effects of the mobile revolution. This was part of the MWorld Special Report of Business Strategy Review, Volume 24, Issue 1-2013.
Subscribe today to receive your quarterly copy delivered to your home or work place. http://bit.ly/BSR-subscribe
Trends and Technology in E-PaymentAbstract Amid globalization .docxnovabroom
Trends and Technology in E-Payment
Abstract
Amid globalization of the economy, various E-payment technologies continue to emerge. E-payment trends and technologies are powered by the internet, which is regarded as a user-friendly communication medium and platform to obtain information and carry out financial transactions. Internet use is necessary for work, academics, business transactions, entertainment, and communication. Consequently, almost all aspects of people’s lives are now influenced by the internet. With the widespread use of the internet, most users have been identified to be adolescents and young people (Chen, Zeltmann, Griffin, Rubach & Ellis, nd). Internet use is coupled with the emergent of numerous digital devices to change the contemporary business environment. Notably, with the use of smart devices, people are adopting the use of new payment methods that are found to be extremely useful in regions that do not have good infrastructure to support conventional methods of payment. E-payment has the merit of being affordable to many users as the upward trend in its use. This inventory creates a competitive edge for entities participating in online markets.
Reference
Chen, A., Zeltmann, S., Griffin, K., Rubach, M. & Ellis, M. (nd). Trends and Technology in E-Payment.
You will be required to submit a paper to the professor, which will be disseminated to the class for review and reflection on Moodle. It is expected that each student will research a real-life ethical issue faced by a business in the last ten years, and report as to how the company responded to such issue. The ethical issue must be either personal to you or to a family member or friend. You will be expected to include information relating to any ethical codes which were in existence at the time of the issue and any ethical codes or policies which were adopted as a result of the issue. You will need to adequately explain the issue and include all necessary information required to inform the audience of your project. If you are struggling to find information from family members or friends, you are encouraged to contact local businesses or business leaders you know and interview them.
The paper must be two (2) complete pages (12-point font double spaced summary). The paper must be submitted to the professor no later than April 8, 2020
402
Trends and Technology in E-Payment
Alexander N. Chen, University of Central Arkansas
Steven M. Zeltmann, University of Central Arkansas
Ken Griffin, University of Central Arkansas
Michael Rubach, University of Central Arkansas
Michael E. Ellis, University of Central Arkansas
EXECUTIVE SUMMARY
This research examines the forms of e-payments used in the global economy today. The Internet is a critical component of the
business landscape, lowering the cost of communication, helping meet customer needs, making supply chains more efficient,
and improving business practice integration. Smart device ...
Trends and Technology in E-PaymentAbstract Amid globalization .docxjuliennehar
Trends and Technology in E-Payment
Abstract
Amid globalization of the economy, various E-payment technologies continue to emerge. E-payment trends and technologies are powered by the internet, which is regarded as a user-friendly communication medium and platform to obtain information and carry out financial transactions. Internet use is necessary for work, academics, business transactions, entertainment, and communication. Consequently, almost all aspects of people’s lives are now influenced by the internet. With the widespread use of the internet, most users have been identified to be adolescents and young people (Chen, Zeltmann, Griffin, Rubach & Ellis, nd). Internet use is coupled with the emergent of numerous digital devices to change the contemporary business environment. Notably, with the use of smart devices, people are adopting the use of new payment methods that are found to be extremely useful in regions that do not have good infrastructure to support conventional methods of payment. E-payment has the merit of being affordable to many users as the upward trend in its use. This inventory creates a competitive edge for entities participating in online markets.
Reference
Chen, A., Zeltmann, S., Griffin, K., Rubach, M. & Ellis, M. (nd). Trends and Technology in E-Payment.
You will be required to submit a paper to the professor, which will be disseminated to the class for review and reflection on Moodle. It is expected that each student will research a real-life ethical issue faced by a business in the last ten years, and report as to how the company responded to such issue. The ethical issue must be either personal to you or to a family member or friend. You will be expected to include information relating to any ethical codes which were in existence at the time of the issue and any ethical codes or policies which were adopted as a result of the issue. You will need to adequately explain the issue and include all necessary information required to inform the audience of your project. If you are struggling to find information from family members or friends, you are encouraged to contact local businesses or business leaders you know and interview them.
The paper must be two (2) complete pages (12-point font double spaced summary). The paper must be submitted to the professor no later than April 8, 2020
402
Trends and Technology in E-Payment
Alexander N. Chen, University of Central Arkansas
Steven M. Zeltmann, University of Central Arkansas
Ken Griffin, University of Central Arkansas
Michael Rubach, University of Central Arkansas
Michael E. Ellis, University of Central Arkansas
EXECUTIVE SUMMARY
This research examines the forms of e-payments used in the global economy today. The Internet is a critical component of the
business landscape, lowering the cost of communication, helping meet customer needs, making supply chains more efficient,
and improving business practice integration. Smart device ...
Ericsson ConsumerLab: Bridging the Digital DivideEricsson
http://www.ericsson.com/thinkingahead/consumerlab
Ericsson has released its first regional consumer insight report focusing on trends and analysis of the mobile ecosystem in Sub-Saharan Africa.
A review recent trends in world and indian telecom marketIAEME Publication
The world market has changed almost beyond recognition over the last twenty years.
The recent trends in the world telecom market are: increase in private ownership,
competition, data based mobile and global communication, trade and finance oriented
operators, and rapid increase in subscribers from the developing nations. Several of these
trends (such as increase in privatization, competition, mobile communication, digital
divide) also exist in the Indian submarket. The submarkets of the world telecom market
are mainly classified according to geographical location, and according to the technology
used. India comes under the Asia Pacific geographical submarket. India had a traditional
telecom market, which was dominated by public sector monopoly till 1990. Later, it was
privatized by bits and pieces and now allows private sector participation in almost all the
sectors of telecom in the nation. It has a rapidly increasing subscriber base. It allows investor
friendly environment and has set up regulatory bodies to ensure justice to all players. In brief,
the present Indian telecom sector is marked by choice, competition, subscriber growth,
improvement in quality and service, and a shift from monopoly to oligopoly to true
competition.
402 Trends and Technology in E-Payment Alexand.docxBHANU281672
402
Trends and Technology in E-Payment
Alexander N. Chen, University of Central Arkansas
Steven M. Zeltmann, University of Central Arkansas
Ken Griffin, University of Central Arkansas
Michael Rubach, University of Central Arkansas
Michael E. Ellis, University of Central Arkansas
EXECUTIVE SUMMARY
This research examines the forms of e-payments used in the global economy today. The Internet is a critical component of the
business landscape, lowering the cost of communication, helping meet customer needs, making supply chains more efficient,
and improving business practice integration. Smart devices are leading the charge for new methods of payment, especially in
regions lacking the legacy infrastructure to facilitate traditional payments. E-payment use is also on the rise in developed
countries because of the benefits they afford to all parties. E-payment is also becoming a competitive necessity for entities
wishing to remain relevant in online markets.
Keywords: E-payments, Online commerce, Smartphone, Social media, Internet security, Global markets
INTRODUCTION
The Internet has been recognized as a user-friendly medium of communication and a good tool to get information and process
financial transactions (Hashim, Hameed, Ayyub, Ali, & Raza, 2016). For people who are used to living in this wired world,
the use of the Internet has become a necessity not only for work but also for academics, communication, entertainment, and
business transactions (Kelleci & Inal, 2010). The Internet is now impacting almost every aspect of our lives from influencing
how we interact, the way we do business, and the way we learn.
The digital world is becoming immensely crowded. Internet use has grown exponentially with the majority of users being
young people and adolescents (Younes, Halawi, Jabbo, El Osta, Karam, Hajj, & Rabbaa Khabbaz, 2016). Since the Internet is
now a part of our daily lives, it is not a surprise that the number of active users and Internet penetration as a percentage of
population continue to grow globally. Based on data collected from the Global Digital Statshot of 2018 on www.slideshare.net,
Table 1 provides a summary of the distribution of Internet users by world region.
From Table 1, it is observed that the Internet is used worldwide, and significant disparities exist between developed and
developing regions. Specifically, developed regions have higher internet penetration. For instance, in North America, 88% of
the population has Internet access, as does 90% of the population of Western Europe. East Europe and South America have
relatively high penetration rates of 74% and 68%, respectively. Africa and South Asia have the lowest rates, both coming
below 35%. These two regions, with their combined populations of over 3 billion, have the most potential to develop and
expand Internet usage.
403
TABLE 1
Regional Population, Internet Users, and Internet.
402 Trends and Technology in E-Payment Alexand.docxblondellchancy
402
Trends and Technology in E-Payment
Alexander N. Chen, University of Central Arkansas
Steven M. Zeltmann, University of Central Arkansas
Ken Griffin, University of Central Arkansas
Michael Rubach, University of Central Arkansas
Michael E. Ellis, University of Central Arkansas
EXECUTIVE SUMMARY
This research examines the forms of e-payments used in the global economy today. The Internet is a critical component of the
business landscape, lowering the cost of communication, helping meet customer needs, making supply chains more efficient,
and improving business practice integration. Smart devices are leading the charge for new methods of payment, especially in
regions lacking the legacy infrastructure to facilitate traditional payments. E-payment use is also on the rise in developed
countries because of the benefits they afford to all parties. E-payment is also becoming a competitive necessity for entities
wishing to remain relevant in online markets.
Keywords: E-payments, Online commerce, Smartphone, Social media, Internet security, Global markets
INTRODUCTION
The Internet has been recognized as a user-friendly medium of communication and a good tool to get information and process
financial transactions (Hashim, Hameed, Ayyub, Ali, & Raza, 2016). For people who are used to living in this wired world,
the use of the Internet has become a necessity not only for work but also for academics, communication, entertainment, and
business transactions (Kelleci & Inal, 2010). The Internet is now impacting almost every aspect of our lives from influencing
how we interact, the way we do business, and the way we learn.
The digital world is becoming immensely crowded. Internet use has grown exponentially with the majority of users being
young people and adolescents (Younes, Halawi, Jabbo, El Osta, Karam, Hajj, & Rabbaa Khabbaz, 2016). Since the Internet is
now a part of our daily lives, it is not a surprise that the number of active users and Internet penetration as a percentage of
population continue to grow globally. Based on data collected from the Global Digital Statshot of 2018 on www.slideshare.net,
Table 1 provides a summary of the distribution of Internet users by world region.
From Table 1, it is observed that the Internet is used worldwide, and significant disparities exist between developed and
developing regions. Specifically, developed regions have higher internet penetration. For instance, in North America, 88% of
the population has Internet access, as does 90% of the population of Western Europe. East Europe and South America have
relatively high penetration rates of 74% and 68%, respectively. Africa and South Asia have the lowest rates, both coming
below 35%. These two regions, with their combined populations of over 3 billion, have the most potential to develop and
expand Internet usage.
403
TABLE 1
Regional Population, Internet Users, and Internet ...
Paper presented at the International Conference on Using ICT, Social Media and Mobile Technologies to Foster Self-Organisation in Urban and Neighbourhood Governance. Delft, Netherlands. 16 May 2013
Why the future of African journalism lies in mobile social networksJude Mathurine
Why the digital divide should not be an excuse for African media leaders to ignore the power of social media particular and the Internet in general.
Introduces SMS for Social Networking Systems in Africa.
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
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!
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Mobiles, Markets And Development
1. Mobile Phones and Markets in Africa where economics meets sociology Mira Slavova 26 Aug 2009 IFPRI, Washington, DC
2.
3. Suppose that it ( the visitor- avoid the question of its sex) approaches the Earth from space, equipped with a telescope that reveals social structures.
4. The firms reveal themselves as solid green areas with faint interior contours marking out divisions and departments.
5. Market transactions show as red lines connecting firms, forming a network i n the spaces between them.
6. Within firms the approaching visitor also sees pale blue lines, the lines of authority connecting bosses with various levels of workers.
7. Approaching either the US, urban China or the EC, most of the space below would be within the green areas . A lmost all of the inhabitants would be employees, hence inside the firm boundaries.
8. A message sent back home, would speak of "large green areas inter-connected by red lines." It would not likely speak of "a network of red lines connecting green spots.“
9. If the vehicle hovered over Africa, rural portions of China or India, the green areas would be much smaller . T here would be large spaces inhabited by the little black dots that we know as families , villages and communities .
10. The red lines would be fainter and sparser, because the black dots would be close to self-sufficiency, and only partially immersed in markets.
Review of technology adoption Impact on markets Economic opportunities Micro-economics, Information economics, new institutional economics, development economics Sociology of market, sociology of technology, communication Business schools and management studies departments tend to span this boundary. Information systems and operations research sub-divisions. Thereby can be explained my academic background.
Admittedly, this is a rather frivolous question. I would like to believe that I could stand up in front of you and have the audacity to pose a question like this, entirely as a consequence of my own ingenuity. But rather conveniently, I was not the one who first came up with it. I first came across this question as a PhD student at Cambridge when I was looking at the boundaries of the firm in regards to electronic auctions. The question was first brought up and answered by Herbert Simon in a J-PART article from 1995. I think its answer is at the heart of understanding the role of mobile technology in development, its impact and its remaining future potential for impact on development, particularly in Africa.
(ITU. 2009b) In 2000, the Africa was home to 11 million mobile cellular subscriptions. By the end of 2008, there were 246 million mobile cellular subscriptions. The annual growth between 2003 and 2008 in both services in Africa has been twice that of the world. Still the fraction of African population covered by mobile signal is less than 60%.
One adoption approach Blaze a thin trail (end-to-end basic functionality) Widen the path and make it a road (add higher-level modules, modularize, validate) Road network (multiple applications using different modules) SMS SMS remains the dominating technology for now. There are some free and open source tools available that can be used to establish an SMS hub. The ability for an automatic system to provide information to (a group of) people by SMS is a very powerful tool that can deliver life-critical information in many domains (health, agriculture,…). The availability of SMS in all past and currently released phones makes it the most ubiquitously available technology. However, there are also a number of limitations to SMS. The three major ones mentioned a few times during the workshop were: Discoverability: there is no easy way to let people know what are the list of services available Text: SMS provides text-based information only, and this is an issue, particularly for illiterate people, or people literate in a language not supported by operators/handsets (very few non-latin character sets supported yet on SMS). See the content section of this report for a detailed presentation of this issue. Cost: SMS messages, compared to e.g. data services such as GPRS, are very costly (up to 1000 times more per character) for the end-user and the service provider.
The traditional vision of mobile phone uses is one consisting of business-suit-wearing executives, clutching smart phones. Individuals living at the top of the green spots, the hierarchies. In reality, the majority of mobile phones in the world today are users in developing countries. They do not live in the green patches on the world map I showed earlier. These users are completely foreign to the corporate environment and use mobiles in order to cater to their everyday information and communication needs. ITU estimates that 64% of mobile users live in developing countries, while 36% live in the developed. Expenditure (Chabossou et al. 2009) Mobile expenditure is inelastic with respect to income, ie the share of mobile expenditure of individual income increases less than 1% for each 1% increase in income. This indicates that people with higher income spend a smaller proportion of their income on mobile expenditure compared to those with less income. Average-Revenues-Per-User (ARPU) have decreased over the years, they have been compensated by an ever growing number of customers. Rural vs Urban divide Behind these impressive growth figures hides both urban and rural market expansion. (ITU. 2009b) While mobile population coverage in most African urban areas is adequate, mobile population coverage in rural areas is much lower. Nevertheless, mobile communications have made huge inroads in providing connectivity to villages and rural areas. It is estimated that there are around 400’000 localities in Africa and that of these less than three percent have a fixed line telephone connection, and less than one percent have a public Internet facility. At the same time, over 40 per cent of the rural population in the region was covered by a mobile signal in 2006.2 Sor far, the rise in mobile population coverage has come about in rural areas, largely in the absence of specific universal access and service (UAS) policies. Instead, growing competition among mobile providers has provided the impetus to increase coverage.
Measuring impact Human Development Qualitative measures Holistic approach Economic Development Quantitative measures Utilitarian approach Access to mobile information is having profound impact in otherwise unconnected societies. Its impact is far greater on the lives of people in developing countries, and Africa in particular, than on our lives. (Donner, J. 2009.) Mobiles blur the lines between livelihoods and lives, and not just among smartphone-wielding information workers. Rather, this blurring can be experienced by almost anyone engaged with work. Around the world, farmers and fishermen, artisans and day laborers, community health workers and primary school teachers are carrying handsets and using them for both productive and personal uses throughout their daily routines. (Donner, J. 2009.) “we have become increasingly able and willing to conduct business from home, take a personal call at work, and to multitask while in transit from one place to another.” (Donner, J. 2009.) Call Mix. “ For example, a survey of the call logs of 277 operators of micro and small enterprises (MSEs) in Rwanda found that roughly one third of the total calls and text massages (incoming and outgoing) were business related. The rest of the calls were chitchat or other interactions with friends and family. Similar studies, with payphones (not mobiles) in rural contexts in Africa and India, found similar skews toward personal calls, rather than business or commerce distributions.” Human development “ Human development is about much more than the rise or fall of national incomes. It is about creating an environment in which people can develop their full potential and lead productive, creative lives in accord with their needs and interests. People are the real wealth of nations. Development is thus about expanding the choices people have to lead lives that they value. And it is thus about much more than economic growth, which is only a means - if a very important one - of enlarging people's choices.”
(Donner, J. 2009.) Studies by Jenson and Aker, who illustrate how mobiles improve the efficiency of markets, enforce the law of one price, reduce waste, and increase productivity. (Jensen, 2007.) For example, two of the most well-known results in economics, the First Fundamental Theorem of Welfare Economics (i.e., competitive equilibria are Pareto efficient) and the “Law of One Price” (LOP) (i.e., the price of a good should not differ between any two markets by more than the transport cost between them) rely heavily on the assumption that agents have the necessary price information to engage in optimal trade or arbitrage. These results reflect some of the most fundamental functioning of and advantages to a market economy; when goods are more highly valued on the margin in one market than another, a price differential arises and induces profit-seeking suppliers or traders to reallocate goods towards that market, reducing the price differential and increasing total welfare in the process. In reality, however, the information available to agents is often costly or incomplete, as emphasized by Stigler [1961]. On using ICTs to reduce asymmetry of information and transactions costs. The literature has largely focused on barriers to agricultural production, implicitly assuming that if the crop were produced, the farmer would receive the higher average price and hence higher average return. However, just as small farmers have lower access to capital and technical expertise, they may have imperfect access to markets for their produce. For example, small farmers in many parts of South Asia tend to sell their produce to middlemen, instead of visiting the market directly. If this reduces the flexibility of sales decisions, it can lead to inefficiency. Studies of crop production are typically unable to capture these important nuances; for example, the Government of West Bengal’s cost of cultivation study assumes that each crop is sold at the average price prevailing in the market eight weeks after the harvest. However, studies suggest that in West Bengal, small farmers of potatoes earn lower prices for their crops than large farmers do (Sarkar and Mitra (2002), Mitra and Sarkar (2003)). Their argument is that farmers lack information about daily prices of potatoes, and hence are unable to time their sales optimally. In contrast, large farmers are networked and wellinformed, and have the resources to transport their potatoes to the markets independently. As a result, they can sell their potatoes when the prices are relatively high. A central task therefore is to find innovative institutional designs to evaluate the information constraints faced by small farmers. It may be costly for a farmer to obtain daily price information on a regular basis4. He may lack the networks to access this information, or the wherewithal to verify it and distinguish correct information from rumors. But if providing broader access to information can increase returns and participation in high-value crops, this can have an important policy implication. The improvements in information and communication technologies (ICTs) in developing countries, and especially in Asia, gives a great opportunity for this to happen and could result in increased agricultural productivity, reduced transaction costs, opening of new markets, and provision of additional positive network externalities (Torero and von Braun 2006). Livelihoods Framework elements (DFID 1999): Vulnerability context : the external environment that shapes people's lives via shocks (e.g. conflict, disaster), trends (e.g. demographics, changing global prices), and seasonality. Assets : five types of capital – Human (skills, knowledge, health, ability to work); Natural (land, forests, water); Financial (income, financial savings, non-financial savings (e.g. jewellery, livestock)); Physical (infrastructure (transport, housing, water, energy, information/communications), producers goods (tools, equipment)); Social (networks, connectedness, group/organisation membership, relationships) Structures : the public, private and NGO sector organisations that deliver policy, legislation, services, goods and markets Processes : the forces shaping how organisations and individuals behave (i.e. operate and interact) Strategies : "the range and combination of activities and choices that people make/undertake in order to achieve their livelihood goals" Outcomes : what strategies achieve through use of assets via structures and processes within a context
The usual story given here is about village entrepreneurs invest in a phone and users who cannot afford to own a phone pay per use of the service of the phone kiosk. Grameen’s Village Phone Operator model. Here I abstract a bit from this scenario and look at the impact of mobiles at the meso-economic level. TradeNet/ Esoko Initiatives such as Collaboration@Rural reduce the transaction costs imposed by the monitoring and meeting of the need for consumer products existing in rural areas. Collaboration@Rural collects procurement requests from spaza shop owners for the delivery of bread, thereby extending the distribution chain of the bread-makers. Potential to extend such a system to support the needs of farmers for seeds, fertilizer, consumer goods, etc. Nathan Eagle has transformed mobile devices in Africa into a platform through which users can start earning money. His service txtEagle increases incomes and productivity by taking advantage of idle time in Kenya. It is an English speaking country with a literacy rate of 75%, and 12m mobile phone subscribers. Yet unemployment rate is on the scale of 50%. Tasks include transcription (audio is transcribed to SMS), software localisation (translation of software phrases into local languages), citizen journalism (opportunity to submit stories and be compensated), voice tasks (rating audio commercials), market research (filling out surveys). Networks are seeking to monetise underused capacity during down-time. txtEagle credit is associated with M-Pesa bank accounts and can be cashed at any post office or M-Pesa retailer. Introducing opportunities in Rwanda where Village Phone Operators will enable their users to complete paid-for tasks. Using the mobile voice channel for generating income through ranking radio adds. M-Pesa: potential for financial history, credit; savings; link it to Warehouse Receipt Systems and Amagaitu (dairy co-operatives) in Uganda Safaricom (mPesa) Zain (Zap): Burkina Faso, Chad, Congo Brazaville, DR Congo, Gabon, Ghana, Kenya, Madagascar, Malawi, Niger, Nigeria, Sierra Leone, Sudan, Tanzania, Uganda, Zambia; Middle east MTN (Mobile Money): M-banking initiatives in Sub-Saharan Africa are generally launched by banks, telecommunication operators (telcos), by an independent entrepreneur or by any combination of the above. Besides revenue, telcos also have another motive; their clients are less likely to switch operator if they are hooked up to an operator-specific banking service. The transformational services currently launched in sub-Saharan Africa are cheaper to produce, hence cheaper to buy, and do not require expensive handsets. What really makes them inexpensive compared to conventional retail banking services is that they are not backed by bank branches, but by an agent network that clients interface with to sign up, deposit or withdraw money. (In South Africa, WIZZIT clients use ATMs for cashing out.) Prices perform their informational function when they are known or reasonably predictable. Uncertain prices produced by unpredictable shifts in a system reduce the ability of actors to respond rationally. This point is often made by economists in arguing the costs of unexpected but its implication for the choice between organizations and markets is less often noted. Nor is it often noted that many kinds of uncertainties other than price uncertainties may make coordination through organizational procedures advantageous.
"There is growing demand for good quality mobile applications and content, but developers have been faced with the impossible task of supporting more than 50,000 device and software variants," says Holdsworth. "The result is that many have either used crude transcoding to deliver very basic content or spent weeks developing different sites for different phones. With Wapple Architect, developers simply build it once and let Wapple's delivery engine do the rest." Voice Several voice applications were presented during the event. This is clearly a promising way to provide information to people as voice is the most natural way for people to communicate (provide and receive information). Among the advantages of the voice channel are the ability to provide services in any language, the ability to have services accessible from any phone (mobile or otherwise), and accessibility for people with low reading skills. There is also a series of issues and challenges for this delivery channel: Lack of tools and guidelines Costs of voice platforms High level of expertise required to design voice applications Difficulty to monetize services Web There were a few presentations and lots of discussions around Web access. One of the major outputs of this workshop, compared to previous workshops in 2006 and 2008, is that now Web access on mobile phones is becoming a viable option. For example, there is a free J2ME/MIDP-based mobile browser available on most low-end phones released today. This browser, using a compressed data format, is able to perform well on a low-bandwidth link such as GPRS. A current major issue with Web access is the low level of awareness of the community, particularly among NGO and grassroots organizations, that such access exists and that tools to utilize it are available.. The discussions at the workshop, as well as some exploratory field studies that were presented during the event, showed that: The general perception is that data connections are expensive, while the reality is that GPRS can cost up to 1000 times less per character that an SMS, although there remains confusion around the billing model. The general perception is that the configuration of a data link like GPRS on phones is a very complicated set of actions, while the reality is that it is very easy, usually just an SMS to the mobile operator who configures automatically without human intervention the phone over the air. The general perception is that it is complicated to make a mobile web site online and available to all, while there are already integrated authoring tools, and no advanced technical ability is required to complete the task. It is therefore essential to focus in the future on raising awareness on the potential and ease of exploiting the Web platform. Another critical point is the low availability at the global level of stable and reliable GPRS connectivity. Many operators are now focusing on broadband coverage, while the reality is that GPRS would be sufficient at present to enable the market and the enabling of GPRS access does not require additional investment in infrastructure. The potential of the Web was also mentioned as a way to advertise the work of grassroots organizations, NGOs, and local entrepreneurs by offering a wider visibility of ongoing projects, and potentially leveraging access to funding opportunities and to existing tools. It is also a way to share and collaborate with other organizations and projects. See the detailed analysis of this aspect in the Mobile ICTD Ecosystem section of this report. Native Applications A few applications based on Java and using GPRS were presented. Like for the Web, such technology, while offering a weaker abstraction layer from the operating system of the phones compared to the Web, allows the development of richer applications allowing e.g. transfer of annotated images, or use of icons, graphics or forms in the user interface. However, the expertise required to develop such services — proficiency in the use of programming languages — is a strong barrier for those who are not technical experts. Others The use of USSD as a technology to deploy content was also discussed, and some pilots presented. Like SMS, this technology, while available on all phones, and not requiring any user configuration, has issue around discoverability of services. Moreover, the very low level of usage among phone users is another barrier.
In the world of mobile applications, strictly speaking the value-added is brought into being by the use of the application, rather than by ownership of the device. Exponentially more value can be added by the consecutive use of the device by many users. Multiple user accounts enable
Lonestar locked the GRPS on the most recent SIM cards (numbers starting with 062-) in order to avoid "network overload", as stated by the company. Fortunately, Lonestar's marketing manager was very helpful in solving this problem very rapidely, so as to reduce the impact on the flow of the training activity. ARPU $3 per month I just come back from Monrovia where I was on my third mission. There are some good news: - A V 0.2 of the mobile software was done. You can try it on your mobile (I keep it low profile til we have a serious local adoption); - LoneStar Cell is willing to support a broader launch, due to take place in a few weeks; - They will support financially the Ministry of Commerce so it can manage the service!; - LoneStar Cell will allow the app pull by SMS (so people can easily get the app on their mobile); - Keen interest by future users in the app was checked again during this mission; - We broaden the scope of the buying side, now including hotels/restaurants/military compounds; - LoneStar Cell CEO suggested to add a "job" section to the Mobile Marketplace. We may do it as it could boost usage of the other items.
Monetizing services is an issue, particularly on the Web, and micro-payment mechanisms within a mobile telecommunications context might well be an important research/standardization topic Further work on using open linked data in mobile services to leverage aggregation and cooperation is needed
Icons and widgets offer interesting and useful capabilities to leverage access to services for computer-illiterate people. Further work on how to design culturally relevant meaningful icons is needed, as well as how best to design and deploy widget-based applications Voice applications have great potential, but further work on e.g. authoring tools, and guidelines are needed Further work on how to author, deploy and access content in many languages of the world is needed Operators The availability of data services is critical for content-rich (e.g. multimedia) applications. Low-bandwidth links such as GPRS are sufficient to enable many of these types of applications and should be expanded as quickly as possible. It is essential that these links are stable and reliable, and available at low cost, for prepaid options as well as subscriptions GPRS access should be very easily configurable on all handsets Networks should be Unicode compliant, particularly for SMS transmissions, and should support the transfer of text in any language of the world Given the available income of targeted populations, it is essential for operators to work on models (e.g. active or passive networking sharing) to reduce the cost of mobile services and make then affordable for those earning less than few dollars a day. Handset Manufacturers Access to services through icons or widgets is critical to decrease the barriers for a large number of potential users. Handsets should offer an open platform for such technologies. All handsets should have at least GPRS access and a J2ME/MIDP stack or a standards-compliant browser Handsets should be extensible to support external/new character sets and to be usable in all languages of the world
Although it still has far to go, the ICT evolution across Sub-Saharan Africa has moved significantly forward for the past decade. The rapid expansion of mobile phone networks as well as GSM market uptake following liberalization and deregulation is the most frequently used example when trying to describe this evolution. Regulation and Policy Outside of the technical barriers that could prevent people and organizations to develop and deliver life-critical services on mobile to underprivileged populations, there are also some regulatory context issues that impact positively or negatively on the domain. This was also discussed during the event. Intelligent regulation is a necessity to create an enabling environment that will maximize the abilities of entrepreneurs to expand the market with services, and minimize the negative effect of competition on consumers. Barriers such as a monopoly operator, excessive licensing regimes in some contexts (e.g. community local networks required to have licenses) can impact negatively the potential of entrepreneurs. At the opposite end, a supportive fiscal and financial environment, and the ability of entrepreneurs to access financial services can enable and increase the number of social-oriented services. In terms of regulation, there is also an interconnection between financial regulations, financial institutions, and telecommunication regulations, and it is essential to create an environment that integrates these different dimensions, particularly in the domain of finance services implemented on mobiles. Many developing countries have also established policies and strategies related to either ICT for Development and/or e-government. Although most of these policies predate the explosive growth of mobile technologies, many of them provide the enabling environment and framework to explicitly link ICTs to core development issues – and many of them such as Mozambique for example have already identified priority areas of work. Mobile technology initiatives focused on development should piggyback on these efforts if the ultimate goal is to reach the next one billion users. While Africa’s mobile cellular sector has shown outstanding growth recently, sustaining this level of growth in the future may prove difficult. Additional subscriptions and use of ICT services will come from lower-income segments of the population, typically including people in rural and remote areas. This segment is harder for operators to address, because the costs of infrastructure provision are high. These customers are also highly sensitive to pricing and small price changes can have a significant impact. Some policy challenges to be faced in Africa to push mobile cellular uptake and development, including in terms of mobile broadband, include: regulation to enhance competition and develop mobile broadband, roaming agreements and taxation. Regulation There has been significant progress in regulatory reform across the region, including initial steps towards liberalization and the introduction of competition. Almost all African countries have introduced private investment and competition into their mobile markets (Chart 2.7). Most mobile operators in Africa are controlled by strategic operators with regional operations (Table 2.1). In 2008, the top 9 strategic mobile investors accounted for more than 80 percent of all mobile subscriptions in Africa. Although liberalization has promoted the growth of mobile telephony, advanced features of competition such as Mobile Virtual Network Operators (MVNOs), Mobile Number Portability (MNP) and the regulation of Mobile Termination Rates (MTR) are not widespread. Taxes Taxes on communication services strongly influence ICT use in Africa, given the low average income levels in the region. Import duties on IT equipment, VAT (ranging 5 to 23%) on goods and services and excise taxes on communications services raise prices, limiting takeup and discouraging use.
In Tanzania, the regulator allowed Zanzibar Telecom Ltd (Zantel) to provide a mobile service to the mainland from its base in Zanzibar using Vodacom Tanzania’s mobile network. This has lowered costs for Zantel’s subscribers on Zanzibar who travel to the mainland and also provided mainland users with additional competition. Another example of mobile infrastructure sharing is collaboration among mobile operators to provide regional roaming services. Maasai A bit north from Jambiani is the village Paje. We had a really remarkable encounter with traditional Maasai working as watchmen at the beach hotels there. Maasais are natives, many of them come from Arusha in northern mainland Tanzania, but they live all over East Africa. All Maasai we have met so far, without exception, are the biggest fans of mobile phones. We got together with the group for a day and interviewed Faraja, the senior Maasai of the group. Filming them was an absolute joy since they loved the camera and were eager to talk about everything. We have great material of them chatting, dancing to mobile tunes, discussing telecom operators, fooling around, and enjoying a traditional game of Bao. METHODOLOGY We have reflected on various methods for capturing user needs that have been used for interactive systems design. The review led to the decision that an ethnographic approach in combination with methods borrowed from the more recent contextual inquiry approach [1] would best fit the context and requirements of our research setting. Ethnography has a long tradition especially in the field of anthropology, where researchers used it as a method for gathering data about human societies through field work [2]. Only lately it has also become a popular research method among human-computer interaction researchers to inform or evaluate the design of interactive products [3]. One of the four principles that characterize ethnography is that it takes place in natural settings. An essential part of an ethnographic study is that the researchers have to live together with the people they observe over a long period of time. This assures to reduce the influence of their presence on the results. Data is recorded by taking notes or using a video camera. Only after the field work has ended the data is interpreted in a team setting. Contextual inquiry is the first step of a contextual design process. It foresees the inclusion of users in the design process at various stages [4]. In the requirements collection stage data is gathered using contextual interviews, which are interviews conducted in the field, e.g. at the users' workplace. After the field sessions the interviews are discussed in a group to produce a so-called affinity diagram. At the bottom level the affinity diagram consists of many post-it notes, each depicting a particular observation that was captured during the interview. At the top level the diagram will eventually reveal ideas for specific applications. We decided on a mixed approach using methods from ethnography and contextual inquiry, since our field study complied with the four principles of ethnography, albeit we were not following individuals over an extended period of time, but rather conducting interviews with many different users (mobile phone users in our case). We also documented demographic data of people that we interviewed on video and in an additional spreadsheet. The affinity diagram, which is described in the contextual inquiry approach, also promised to be a helpful method for interpreting the data collected in the field.