This document proposes Project Fort Defiance, which would foster fruitful relationships between local populations, police, and other outside actors. Small teams of veterans, social scientists, and community builders would conduct rapid area assessments to build local rapport and broker information channels. Participatory mapping would engage communities and look at current and historical perceptions of police across demographic groups. An "Atmospherics" tool would take the pulse of areas to visualize concerns through data analytics in a rapid, cost-effective way. The $5,000 proposal would fund initial community mapping and assessments by a team over 2-3 months. The process is meant to empower communities and police while mitigating risks.
Focusing Development on Communities of Concern: Smart Growth and its Impact o...Urban Habitat
This panel is part of the Boards and Commissions Leadership Institute's (BCLI) Current Issues Series of Urban Habitat.
Plan Bay Area, approved in July 2013, moves the region's growth towards communities in the urban core within so called Priority Development Areas. These PDAs are typically developed communities throughout the Bay Area's 101 jurisdictions with existing and/or planned transportation and service infrastructure, but they are also existing communities where low-income people and communities of color are currently living.
As Plan Bay Area shifts 70% of future growth into these existing PDA areas, significant resources will be poured into historically dis-invested areas such as East San Jose, most of San Francisco and Oakland, and various other urban core communities throughout the Bay Area.
Who benefits from these investments? Will these resources support existing residents or displace them? Will regional planning create neighborhoods that disproportionately benefit newer, more affluent residents who will be lured by transit-rich, thriving urban communities?
Includes slides from featured speakers:
Vu-Bang Nguyen, Silicon Valley Community Foundation
Jennifer Martinez, Peninsula Interfaith Action
Dawn Phillips, Causa Justa::Just Cause
Focusing Development on Communities of Concern: Smart Growth and its Impact o...Urban Habitat
This panel is part of the Boards and Commissions Leadership Institute's (BCLI) Current Issues Series of Urban Habitat.
Plan Bay Area, approved in July 2013, moves the region's growth towards communities in the urban core within so called Priority Development Areas. These PDAs are typically developed communities throughout the Bay Area's 101 jurisdictions with existing and/or planned transportation and service infrastructure, but they are also existing communities where low-income people and communities of color are currently living.
As Plan Bay Area shifts 70% of future growth into these existing PDA areas, significant resources will be poured into historically dis-invested areas such as East San Jose, most of San Francisco and Oakland, and various other urban core communities throughout the Bay Area.
Who benefits from these investments? Will these resources support existing residents or displace them? Will regional planning create neighborhoods that disproportionately benefit newer, more affluent residents who will be lured by transit-rich, thriving urban communities?
Includes slides from featured speakers:
Vu-Bang Nguyen, Silicon Valley Community Foundation
Jennifer Martinez, Peninsula Interfaith Action
Dawn Phillips, Causa Justa::Just Cause
Together with our allies, (Charity So White, Runnymede, Race on The Agenda, Patrick Vernon, Kanlungan Filipino Consortium, Imkaan) we urge funders and policy makers to transition to anti-racism by confronting entrenched inequalities and systemic racism exposed in the #BooskaPaper & implementing the 9 Calls to Action.
Address racism with sustained, long-term investment.
Acknowledge representation is not enough
Implement an intersectional analysis
Check that research informing their decisions is from a decolonised perspective
Change transactional relationships with the community, to relational
Demonstrate accountability and transparency in post-application process
Substantively challenge your failures
Foster collaboration over competition
Publish the sources of your fund
We encourage all Black and minoritised community organisations to sign the Calls To Action. http://www.ubele.org/booska-paper
#FundingSoWhite
Capstone Studio: Gender-Inclusive Planning | Final ReportNicholas P. Addamo
As part of Hunter College’s Master of Urban Planning program capstone, the Gender-Inclusive Planning studio (GenderInc) has produced a report describing planning interventions and policy recommendations to elevate LGBTQ safety and equity in the urban public realm. We used the Jackson Heights neighborhood in Queens as a focus area for our efforts, as it is home to a large LGBTQ population and has been the site of several recent instances of gender-based violence. Jackson Heights also contains varied land uses, transportation options, and a richly diverse populous, enough so to capture the wide range of planning issues that one could encounter in the rest of the city at large. Our initiatives and recommendations are aimed at reducing harassment and violence against LGBTQ people in public spaces, with a particular focus on public transit as well as on transit’s street-level access points. These recommendations and initiatives are specifically designed to be executed on a broader level across the five boroughs of New York City. Such a citywide application of the report’s findings would position New York City as a national leader in addressing gender-based violence and harassment. Our final report is now available for download, here: http://genderinc.squarespace.com/the-project/
Policy Brief : Digital strategies to address loneliness and social isolation ...Mobile Age Project
Mobile Age project: https://www.mobile-age.eu/
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 693319.
This material reflects only the author's view and the Research Executive Agency (REA) is not responsible for any use that may be made of the information it contains.
Presentation delivered at the Social & Economic Survey Research Institute's International Conference on Survey Research in the Gulf. February 28-March 1, 2011 in Doha, State of Qatar
Catharticising Leadership Challenges and National Development in Nigeria: A H...inventionjournals
International Journal of Humanities and Social Science Invention (IJHSSI) is an international journal intended for professionals and researchers in all fields of Humanities and Social Science. IJHSSI publishes research articles and reviews within the whole field Humanities and Social Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
We describe a language-independent approach to sentiment analysis (positive or negative emotions) in tweets. We also present our evaluation dataset of human-annotated sentiments in tweets, collected using Amazon Mechanical Turk.
This is the presentation I held at KDML, LWA 2012, Dortmund, Germany.
Visit http://irml.dai-labor.de/ for more information.
Together with our allies, (Charity So White, Runnymede, Race on The Agenda, Patrick Vernon, Kanlungan Filipino Consortium, Imkaan) we urge funders and policy makers to transition to anti-racism by confronting entrenched inequalities and systemic racism exposed in the #BooskaPaper & implementing the 9 Calls to Action.
Address racism with sustained, long-term investment.
Acknowledge representation is not enough
Implement an intersectional analysis
Check that research informing their decisions is from a decolonised perspective
Change transactional relationships with the community, to relational
Demonstrate accountability and transparency in post-application process
Substantively challenge your failures
Foster collaboration over competition
Publish the sources of your fund
We encourage all Black and minoritised community organisations to sign the Calls To Action. http://www.ubele.org/booska-paper
#FundingSoWhite
Capstone Studio: Gender-Inclusive Planning | Final ReportNicholas P. Addamo
As part of Hunter College’s Master of Urban Planning program capstone, the Gender-Inclusive Planning studio (GenderInc) has produced a report describing planning interventions and policy recommendations to elevate LGBTQ safety and equity in the urban public realm. We used the Jackson Heights neighborhood in Queens as a focus area for our efforts, as it is home to a large LGBTQ population and has been the site of several recent instances of gender-based violence. Jackson Heights also contains varied land uses, transportation options, and a richly diverse populous, enough so to capture the wide range of planning issues that one could encounter in the rest of the city at large. Our initiatives and recommendations are aimed at reducing harassment and violence against LGBTQ people in public spaces, with a particular focus on public transit as well as on transit’s street-level access points. These recommendations and initiatives are specifically designed to be executed on a broader level across the five boroughs of New York City. Such a citywide application of the report’s findings would position New York City as a national leader in addressing gender-based violence and harassment. Our final report is now available for download, here: http://genderinc.squarespace.com/the-project/
Policy Brief : Digital strategies to address loneliness and social isolation ...Mobile Age Project
Mobile Age project: https://www.mobile-age.eu/
This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 693319.
This material reflects only the author's view and the Research Executive Agency (REA) is not responsible for any use that may be made of the information it contains.
Presentation delivered at the Social & Economic Survey Research Institute's International Conference on Survey Research in the Gulf. February 28-March 1, 2011 in Doha, State of Qatar
Catharticising Leadership Challenges and National Development in Nigeria: A H...inventionjournals
International Journal of Humanities and Social Science Invention (IJHSSI) is an international journal intended for professionals and researchers in all fields of Humanities and Social Science. IJHSSI publishes research articles and reviews within the whole field Humanities and Social Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
We describe a language-independent approach to sentiment analysis (positive or negative emotions) in tweets. We also present our evaluation dataset of human-annotated sentiments in tweets, collected using Amazon Mechanical Turk.
This is the presentation I held at KDML, LWA 2012, Dortmund, Germany.
Visit http://irml.dai-labor.de/ for more information.
An informative session on Amazon Mechanical Turk where you will learn how your company can leverage the human crowd for human sentiment analysis of content such as tweets, articles, RSS feeds and blog posts. This session digs into the details of getting started and provides information on how to be successful so you get accurate results. Additionally, FreedomOSS will share their experiences designing and managing sentiment tasks and demo's their CrowdControl crowdsourcing platform that is built on top of Mechanical Turk.
Sentiment Analysis Using Hybrid Structure of Machine Learning AlgorithmsSangeeth Nagarajan
Sentiment Analysis is the process used to determine the attitude/ opinion/ emotion expressed by a person about a particular topic. The presentation dealt with general approach and different machine learning based classification alogorithms. The slides is based on the work "Sentiment analysis using Neuro-Fuzzy and Hidden Markov models of text" by Rustamov S , Mustafayev E and Clements M A.
Researchers have long known that the words of a text have always contained more information than on the surface. As such, texts have been studied for subtexts and other latent or hidden information. One approach has involved the machine-enabled analysis of human sentiment, usually mapped out on a positive-negative polarity. NVivo 11 Plus (a qualitative research tool released in late 2015) enables the automated sentiment analysis of texts (coded research, formal articles, text corpora, Tweetstream datasets, Facebook wall posts, websites, and other sources) based on four categories: very positive, moderately positive, moderately negative, and very negative. The tool feature compares the target text set against a sentiment dictionary and enables coding at different units of analysis: sentence, paragraph, or cell. Further, the sentiment capability extracts the coded text into respective text sets which may be further analyzed using text frequency counts, text searches, automated theme and sub-theme extractions (topic modeling), and data visualizations.
An informative tutorial on practical sentiment analysis, natural language processing, and semi-supervised learning. Learn how your company can leverage the crowd for sentiment analysis of structured and un-structured content.
Dr. Jason Baldridge is co-founder and Chief Scientist at People Pattern, and Associate Professor, Linguistics, at the University of Texas
Can Deep Learning solve the Sentiment Analysis ProblemMark Cieliebak
Sentiment analysis appears to be one of the easier tasks in the realm of text analytics: given a text like a tweet or product review, decide whether it contains positive or negative opinion. This task is almost trivial for humans, but it turns out to be a true challenge for automated systems. In fact, state-of-the-art sentiment analysis tools are wrong on approx. 4 out of 10 documents.
Current sentiment analysis tools are rule-based, feature-based, or combinations of both. However, recent research uses deep learning on very large sets of documents.
In this talk, we will explain the intrinsic difficulties of automated sentiment analysis; present existing solution approaches and their performance; describe an architecture for a deep learning system; and explore whether deep learning can improve sentiment analysis accuracy.
This R Programming Tutorial will unravel the complete Introduction to R, Benefits of R for Business, What is Sentiment Analysis?, Advantages & Applications of Sentiment Analysis. In addition, we will also extensively cover Data Collection & Results using Sentiment Analysis.
At the end, you'll have strong knowledge regarding Sentiment Analytics via R Programming.
PPT Agenda
✓ Introduction to R Programming
✓ R for Data Analysis
✓ What is Sentiment Analysis all about?
✓ How Sentiment Analysis works
✓ Real World Applications of R Sentiment Analysis
✓ Job Trends for R
----------
What is R Programming?
R is a programming language and software environment for statistical computing and graphics. It is widely used among statisticians and data miners for data analysis and visualization.
What is Sentiment Analysis?
Sentiment analysis is the process of computing, identifying and categorizing opinions expressed in a blurb of text in order to determine whether a user's attitude towards a particular topic or product is positive, negative, or neutral. It uses natural language processing, text analysis and computational linguistics to identify and extract subjective information from text.
----------
Sentiment Analysis has the following components:
1. Collect Data from Desired Sources
2. Remove Sentiment Neutral Words
3. Two Way Categorization
4. Results are Positive on Negative
5. Act on the Model!
----------
Applications of Predictive Analysis
1. Analytical Customer Relationship Management (CRM)
2. Clinical decision support systems
3. Customer satisfaction & retention
4. Direct marketing
5. Fraud detection
----------
Skillspeed is a live e-learning company focusing on high-technology courses. We provide live instructor led training in BIG Data & Hadoop featuring Realtime Projects, 24/7 Lifetime Support & 100% Placement Assistance.
Email: sales@skillspeed.com
Website: https://www.skillspeed.com
Seminar presentation made by me for the topic of 'Resources for Sentiment Analysis' at IIT Bombay. Includes a set of bonus slides for additional information which was not actually presented.
R by example: mining Twitter for consumer attitudes towards airlinesJeffrey Breen
A quick tutorial for the Boston Predictive Analytics MeetUp to demonstrate the use of R in the context of text mining Twitter. We implement a very crude algorithm for sentiment analysis but still get a plausible result.
Make a query regarding a topic of interest and come to know the sentiment for the day in pie-chart or for the week in form of line-chart for the tweets gathered from twitter.com
This talk is about how we applied deep learning techinques to achieve state-of-the-art results in various NLP tasks like sentiment analysis and aspect identification, and how we deployed these models at Flipkart
Big amount of information is available in textual form in databases or online sources, and for many enterprise functions (marketing, maintenance, finance, etc.) represents a huge opportunity to improve their business knowledge.
Sentiment analysis or opinion mining refers to the application of language processing to identify and extract subjective information in source materials. Generally speaking, sentiment analysis aims to determine the attitude of a speaker or a writer with respect to some topic or the overall contextual polarity of a document.
This is expanded content related to the 2013 Webinar: Systematic Civic Stewardship: An Organizing Model for Leading Change in the Social Sector | Monday, June 3, 2013
Who Am I?
Who Are You?
Who Are We?
Student Life Multicultural Center | Social Justice Engagement
2
Guidelines
• “I” statements
• Brave space
• Confidentiality
3
Learning Outcomes
Participants will be able to:
• Define social identity, social group, privilege, target
group and agent group
• Recognize the commonalities and differences that
exist among social groups.
• Identify cultural norms associated with target and
agent groups.
• Discuss examples of social identities that are
important to their sense of self
• Assess how social identities play a role in their lived
experiences
4
1. Why is it sometimes difficult to engage in
conversations around diversity, inclusion,
and social justice topics?
2. What does this engagement look like for
your service organizations and here at
OSU?
Pair and Share
5
Definitions
Social Identity is a portion of an individual's sense of self
developed from perceived group membership
e.g. gender, sex, religion, age
Social groups are a group of people who share a range of
physical, cultural, and/or social characteristics
e.g. young adults, men, Christians, transgender people
Adapted from Bell (2007)
6
Privilege
• How do you define the word privilege?
• What comes to mind when you hear the word privilege?
• How does privilege relate to our definitions of social
identities and social groups?
• Is privilege difficult to talk about? Why or why not?
7
8
Definitions
Members of agent groups are afforded privileges by society
that is not necessarily related to merit or what the member
does/doesn’t do. Members of these groups are typically seen
as the ‘norm’
e.g. People who identify as heterosexual
Members of target groups are often marginalized in society.
This is not necessarily related to merit or actions on behalf of
the members. People in these groups are often seen as
outside of the ‘norm’
e.g. People who utilize wheelchairs
9
Activity
We will now explore our own social
identities and social groups.
10
11
• Who is in the room? What identities are or are
not represented?
• Why are you here?
• Why is it important to talk about identity
considering who you are and why you’re here?
Questions for Consideration
12
13
• What identities do you think about most or more
often? Why do you think that is?
• What identities do you think about least or less
often? Why do you think that is?
• What identities that you hold do you hope to
learn more about?
Pair and Share
14
Connection to Service
1) How do concepts like identity
and privilege that we talked about today
relate to the service work that you do?
2) Why is it important to think about your
own identities in the context of your
service? How might this deeper reflection
change how you approach this work?
15
• This is a time to learn more about yourself and
the world around you
• There may be social identities or social groups
you want to know more about
• It is impo.
Prospecting Socially-Aware Concepts and Artefacts for Designing for Community...COMRADES project
Defining flexible and consistent methods and artefacts to design for social impact is a current challenge for HCI. The ephemeral and vulnerable conditions of people living as refugees add even more questions about the suitability of design methods to the complexity of real — and many times tough — life . In this position paper we briefly introduce two concepts embraced by the Socially-aware Design Approach, the Semiotic Onion and the Basic Block of Culture. We then reflect about the potential contributions of applying these concepts and artefacts to inform design for boosting community resilience of people living as refugees.
http://oro.open.ac.uk/49641/1/prospecting-socially-aware.pdf
In this report we analyze the public discourse on poverty, inequality, charity, and aid to show how to get beyond the broken narratives that have hindered foundations and NGO's for the last three decades.
Recommendations are given for running campaigns based on our key findings...
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxRASHMI M G
Abnormal or anomalous secondary growth in plants. It defines secondary growth as an increase in plant girth due to vascular cambium or cork cambium. Anomalous secondary growth does not follow the normal pattern of a single vascular cambium producing xylem internally and phloem externally.
Toxic effects of heavy metals : Lead and Arsenicsanjana502982
Heavy metals are naturally occuring metallic chemical elements that have relatively high density, and are toxic at even low concentrations. All toxic metals are termed as heavy metals irrespective of their atomic mass and density, eg. arsenic, lead, mercury, cadmium, thallium, chromium, etc.
This presentation explores a brief idea about the structural and functional attributes of nucleotides, the structure and function of genetic materials along with the impact of UV rays and pH upon them.
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxMAGOTI ERNEST
Although Artemia has been known to man for centuries, its use as a food for the culture of larval organisms apparently began only in the 1930s, when several investigators found that it made an excellent food for newly hatched fish larvae (Litvinenko et al., 2023). As aquaculture developed in the 1960s and ‘70s, the use of Artemia also became more widespread, due both to its convenience and to its nutritional value for larval organisms (Arenas-Pardo et al., 2024). The fact that Artemia dormant cysts can be stored for long periods in cans, and then used as an off-the-shelf food requiring only 24 h of incubation makes them the most convenient, least labor-intensive, live food available for aquaculture (Sorgeloos & Roubach, 2021). The nutritional value of Artemia, especially for marine organisms, is not constant, but varies both geographically and temporally. During the last decade, however, both the causes of Artemia nutritional variability and methods to improve poorquality Artemia have been identified (Loufi et al., 2024).
Brine shrimp (Artemia spp.) are used in marine aquaculture worldwide. Annually, more than 2,000 metric tons of dry cysts are used for cultivation of fish, crustacean, and shellfish larva. Brine shrimp are important to aquaculture because newly hatched brine shrimp nauplii (larvae) provide a food source for many fish fry (Mozanzadeh et al., 2021). Culture and harvesting of brine shrimp eggs represents another aspect of the aquaculture industry. Nauplii and metanauplii of Artemia, commonly known as brine shrimp, play a crucial role in aquaculture due to their nutritional value and suitability as live feed for many aquatic species, particularly in larval stages (Sorgeloos & Roubach, 2021).
Observation of Io’s Resurfacing via Plume Deposition Using Ground-based Adapt...Sérgio Sacani
Since volcanic activity was first discovered on Io from Voyager images in 1979, changes
on Io’s surface have been monitored from both spacecraft and ground-based telescopes.
Here, we present the highest spatial resolution images of Io ever obtained from a groundbased telescope. These images, acquired by the SHARK-VIS instrument on the Large
Binocular Telescope, show evidence of a major resurfacing event on Io’s trailing hemisphere. When compared to the most recent spacecraft images, the SHARK-VIS images
show that a plume deposit from a powerful eruption at Pillan Patera has covered part
of the long-lived Pele plume deposit. Although this type of resurfacing event may be common on Io, few have been detected due to the rarity of spacecraft visits and the previously low spatial resolution available from Earth-based telescopes. The SHARK-VIS instrument ushers in a new era of high resolution imaging of Io’s surface using adaptive
optics at visible wavelengths.
What is greenhouse gasses and how many gasses are there to affect the Earth.moosaasad1975
What are greenhouse gasses how they affect the earth and its environment what is the future of the environment and earth how the weather and the climate effects.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
Seminar of U.V. Spectroscopy by SAMIR PANDASAMIR PANDA
Spectroscopy is a branch of science dealing the study of interaction of electromagnetic radiation with matter.
Ultraviolet-visible spectroscopy refers to absorption spectroscopy or reflect spectroscopy in the UV-VIS spectral region.
Ultraviolet-visible spectroscopy is an analytical method that can measure the amount of light received by the analyte.
1. Project Fort Defiance
Bridging the Divide
How Veterans, Social Science, and Community Builders can foster fruitful relationships between local
populations and local police, as well as other outside actors
John Kirbow Bill Knight William Keltie
2. How Veterans, Social Science, and Community Builders can foster fruitful relationships between local
populations and local police, as well as other outside actors
From the inner city to the country side, to the condo and high-rise, all of us have more to lose by a continuance of
the staggering failure of conversation we have seen over the years.
We also have far more to gain through a shared understanding. Issues of genuine social concern – including volatile unrest
within many American communities through decades of misunderstanding – are part of a Zero Sum Game. Worse, in fact, it is
usually a no-win situation. It is in everyone’s interest to get to a NonZero point – that is, a place where everyone is better off.*
This is where we can map the Human Terrain and help negotiate the nuances of the cultural and social landscape, in a way that
mitigates misunderstanding - and by extension, risk and cost. Cost to lives, property, public relations, community rapport,
greater trust, and human relationships.
3. Navigating the Human Terrain: Small but effective Ground Teams, working with and alongside residents
across the Community
Nonlethal Defense Toolkit: This is an umbrella for the non-lethal ‘best practices and lessons learned’ from our elite Special Operations and
Civil Affairs personnel in Iraq and Afghanistan.* Key traits include:
Nonlethal Defense Toolkit: This is an umbrella term used in this proposal and
includes best practices and lessons learned 4,5 within the domains of information
operations and human terrain analysis.* Key traits include:
•Small teams (veterans, social science experts, and community builders) to conduct rapid ‘area
assessment’, * build a local rapport as well as broker local support and information channels
(using cultural expertise, a knowledge of psychological engagement, and research into the
area).
•Assessment framework aimed at attaining a relevant and intimate understanding of
behavioral realities, to include how communication and cooperation specifically occurs.
•‘Human and cultural layers’ as well as the ‘civil terrain’ can be assessed with existing toolkits
used by our veterans, as well as by many community builders
4. Navigating the Human Terrain, between local populations and outside actors – Participatory Mapping
Participatory Mapping has a solid tack record, is very effective and well-received by local populations, and works
across a wide range of cultures and levels of literacy (https://commdev.org/files/1539_file_H2.pdf ). It was effectively demonstrated in the
Niger Delta’s Akassa region (http://www.brookings.edu/research/papers/2014/05/community-driven-development-nigeria-niger-delta) and assessed by a Brookings
study and report, with amazing results
Its methods of ‘local participation in mapping’ by local residents of a village, town or urban city have been used across various locations in
the US, Latin America, Asia, and other places(https://www.ifad.org/documents/10180/d1383979-4976-4c8e-ba5d-53419e37cbcc ). Despite its inclusive and empowering
nature, it is rarely replicated in a truly local, community-driven way.
Participatory Mapping is an inclusive, bottom-up, locally driven approach to engaging
communities
It can look at how residents view outside entities / actors, including local police forces
• Current and historical perceptions, across groups (age, race, demographic location, etc.)
• When present, the underlying reasons for the negative sentiment or posture toward
police - for example, the intangible, often 'hidden' layer of grievance
5. Useful Information Gathered:
Any the relevant psychological,
social, cultural or economic factors
at play among the local population
Includes any
historical grievances and perceived s
tigmas that should be discussed
Common example - being excluded
from the process of development
& gentrification by outsiders with
'little regard for the people within the
community'
History of relations with police, and
perceptions of different groups
(historical, social) across age and
other demographics)
Shared databases (community-owned) for
data, as we build this community map
together
6. Atmospherics – An unrivaled, cost-effective and rapid way to get real-time data on population concerns
Atmospherics was a tool developed by elite members of the Special Operations and Defense community in Afghanistan, for rapidly
assessing the true concerns and sentiments of local areas and populations. It is a peaceful, friendly, and often life-saving toolkit ( )
which enables us to visualize – through density / heat maps, data regression tables, and charts -what people are truly concerned
about. It helps take the ‘pulse’ of an area very quickly.
It showed us why certain areas were unfriendly to coalition forces
When we assumed (as outsiders looking in) that a certain population segment was concerned about water, they were actually more
concerned with healthcare
Atmospherics would enable us to visualize the sentiment of a local population, including the areas, frequencies and concentrations
of certain concerns and priorities in a rapid, cost-effective way.
It aggregates hundreds of small reports together, using regressive data analytics.
The output is a visualization of densities of population attitudes and discernable patterns.
This often yields insights into the local area in ways that traditional polling cannot.
This allows us incorporate what is known as Zero-Base Design – in other words, it allows us to engage problems with an open
mind and minimal assumptions, using social science and an immersion with the population to discover the reality around us, from
the bottom-up.
7. Project Costs
We are asking for $5,000 for 2-3 months of community mapping.
I will volunteer as much of my time as I can
Stipend can subsidize team members as needed
Can fund 2 week initial Atmospherics Assessment
Team – myself, 1-2 Atmospherics managers, and 1-2 seasoned community builders, and a senior social science advisor. We
will work alongside the community
8. Clients and Stakeholders
This process is sustainable, by way of our veterans – and the social science used in the process – adapting to different neighborhoods and communities. It is a
bottom-up, replicable process!
Local governments, Nonprofit funds, and Venture philanthropists are the official clients. However, those served – the true clients – are the communities, the
police forces, and our returned veterans who want to find new pathways to serve.
Local communities flourish from the bottom up, when properly given a dignifying voice to theri problms and made part of the process of finding a solution
Police are people, like us - Most have families, want to do their job, and want the tools to better understand the populations they are working with
Veterans of Iraq and Afghanistan come home and want to stay in the fight, serving their communities in a meaningful way. Because of their unique skillset
working in small units in complex, challenging and culturally diverse environments, they can make a difference. Working with seasoned
community builders, lifetime residents, local leaders, and social science experts, they can help be the bridge between the community and the police.
This project mitigates risk, it fosters trust and relationships. It facilitates respectable business sentry, and dialogues with the local population, in an inclusive
and dignified manner. This is true empowerment for everyone involved. this is how we get to a NonZero Point - a Win for communities, residents,
local governments, businesses, and police forces.
Editor's Notes
*Author and thinker Robert Wright uses the term NonZero to refer to outcomes where all parties to a problem come out better off, rather than engaging in a ‘zero-sum’ situation where ‘one side wins at the expense of the other losing’.
Author and thinker Robert Wright uses the term NonZero to refer to outcomes where all parties to a problem come out better off, rather than engaging in a ‘zero-sum’ situation where ‘one side wins at the expense of the other losing’.
References
4 Center for Army Lessons Learned (CALL). http://usacac.army.mil/organizations/mccoe/call (The Center for Army Lessons Learned is the Army's daily focal point for adaptive learning based on lessons and best practices)
5 Lisa Saum-Manning. 2012. VSO/ALP: Comparing Past and Current Challenges to Afghan Local Defense. www.rand.org. WR-936. December, https://www.rand.org/content/dam/rand/pubs/working_papers/2012/RAND_WR936.pdf
6 For an example of how small SF teams employed ASF partners in Eastern Afghanistan see, MAJ John D. Litchfield, “Unconventional Counterinsurgency: Leveraging Traditional Social Networks and Irregular Forces in Remote and Ungoverned Areas,” School of Advanced Military Studies, 2010, pgs. 35‐40 7
7 Joint Publication (JP) 3-07.6 Joint Tactics, Techniques, and Procedures for Foreign Humanitarian Assistance
References: 8 DoD Directive S-3321.1, "Overt Psychological Operations Conducted by the Military Services in Peacetime and in Contingencies Short of Declared War“
OODA Hammond, G. T. (2001). The mind of war. John Boyd and American Security. Washington: Smithsonian Press
References: 8 DoD Directive S-3321.1, "Overt Psychological Operations Conducted by the Military Services in Peacetime and in Contingencies Short of Declared War“
OODA Hammond, G. T. (2001). The mind of war. John Boyd and American Security. Washington: Smithsonian Press