Cardano based data collection tool
Current Project Status
unfunded
Total
amount
Received
$0
Total
amount
Requested
$140000
Total
Percentage
Received
0%
$ Received out of $140000
Solution
创建一个以众包为模式的数据收集系统,使用Cardano进行数据质量排名并奖励贡献者。
Problem
由于政治和能力的原因,非洲的统计数据是不准确的。这就造成了错误的政策设计,导致经济危机的发生。
Impact alignment
Feasibility
Value for money

团队

[IMPACT]

The proposed solution will have two features: a web portal and a mobile application.

The mobile application will be used mainly by data providers. Users will have an account on the application, which will allow them to build a profile and input data.

The application will have categories to sort out data, and it will have a matchmaking feature. It will connect customers looking for data with users who can provide it. Data quality is ranked efficiently based on feeds from categories, matchmaking, and the user's profile.

Based on the result of data quality, each user will have a reputation score. The reputation score is used to reward the data provider and set the selling price of the collected data.

The data submission process will have two features:

  1. Data submission based on request. This feature will utilise the web portal. Users, they can be governmental or non-governmental organizations, private companies, or individuals, will create forms specifying their needs (data type, location, data in request, minimum reputation required, ADA reward etc.). The form will be available as "a request" for other users, and it can be accessed from the mobile application side so they can claim the job.
  2. Spontaneous Data submission. This feature will allow a user to add data under a specified category. The user will have the option to lock it or make it available for anyone with an account. If the user prefers to lock it, the user will add the required amount of ADA to access the data. If the user selects the free option and makes it available for anyone, then other users can rate the data, which will help the user to accumulate more reputation scores.

The target audiences for this product are 1) educated Africans as data suppliers. 2) as data consumers, organizations and individuals who are looking for access to quality statistics on Africa.

The demand for quality data is very high. Almost all African nations are struggling to create an efficient data collection and curation system. According to African Union's report, access to quality data on Africa is one of the development challenges. "Statistics remain a key element in the implementation of the development agenda and remain at the heart of the implementation of Africa’s Agenda 2063. The growing demand for legitimate, quality and timely statistics has in recent years been a priority at the national, regional and continental levels leading to the adoption by the African Union Member States in 2018, of the revised Strategy for the Harmonization of Statistics in Africa (SHaSA 2)".

The system will help African nations as an affordable and reliable way of collecting, curating and sharing data. It will also encourage and inspire educated Africans to collect and share quality data which is the bloodline of any impactful policy.

Blockchain technology, as a development tool, is not utilized. So far, the hype is only on cryptocurrency. In addition to many economic disadvantages, this (lack of development focused projects where blockchain is at the core) affects the acceptance and understanding of blockchain in less developed nations. This project will be an eye-opener for nations in Africa.

Because it will engage the public, the data source will be very wide while it will achieve the objective which is collecting and sharing data in a fast, cheap and in-depth approach. Because it uses AI and a blockchain-based ranking system, the collected data will be curated by quality.

Marketing and communicating this product will be easier. First, this is a product for the public that gives ownership and empowerment feelings. Users, via comments and testimonials, can promote other users and the data. Since the product will create a community, it will promote its ecosystem on its own. We have already established how critical access to quality data in the current development effort of Africa is. This project can be promoted as the next big crowdsourced project in Africa, and it has the potential to become Africa's Wikipedia.

The main challenges will be 1) the current state of Cardano's Smart Contracts and its Scalability. But we are making Cardano better every day, and we are hopeful that by the time the project is launched smart contracts via Cardano will be fast and cheap compared to ethereum. 2) creating fast and light versions that can be executed on average mobile phones. 3) language barriers will also be challenging.

[FEASIBILITY]

Project Timeline

  1. Recruiting Technical Team= 6 weeks
  2. Design and system Arctecture= 4 weeks
  3. MVP= 40 weeks
  4. Testing and Optimization (Alpha release for selected users)= 8 weeks
  5. Beta version= 48 weeks

Main deliverables

  1. Data Collecting and Sharing Platform (web and mobile application)

  2. AI based Ranking System

  3. Fully decentralized blockchain based data base

  4. User friendly payment system

  5. AI based match-making system

  6. Cardano based Reputation Token (for reputation score)

  7. 105,000 USD: Tech Team Salary and Contract fee (designing, prototyping and testing, maintenance and administration for the first two years)

  8. 35,000 USD: Distribution (Server and data base, Token Release, Promotion, Launching)

The following team members are going to be provided by iCog Labs which has seasoned developers with the indicated role.

  1. Lead Engineer= 1
  2. ML developers= 2
  3. DevOps Engineer= 1
  4. Backend Developer = 1
  5. Front End Developer= 1
  6. Tester= 1
  7. Product Manager= 1
  8. Blockchain Developer= 2
  9. Android Developer= 1
  10. iOS Developer= 1

[AUDITABILITY]

We will use a project management software (JIRA or Trello) in addition to github. There, we will have very specific numbers regarding sprints. Each sprints will have a specific objective which will be defined by a working software development. So we can truck the project progress via the sprints.

Next to this, we will use a think thank group (of university students) who will test the sprint results (working software) as a user. We will use this feed loop continually integrating the responses to our github commits and Jira cards.

Success will be

In short term ( 12 month after launch to 3 years)

  • Fully developed platform as defined above (and more)
  • Greater than five thousand users in the first 18 months
  • 500 and above match makings for 'on demand' data submission on the first 18 months
  • 5 unsolicited mention/coverage as a potential and reliable data source in Africa by established institutes and media in the first 24 months
  • 25,000 and more entrees via 'Spontaneous Data submission' on the first 30 months

In mid to long term (4 to 7 years)

  • Platform adoption by hundreds of Institutions that work on statistics related activities in Africa
  • +10k transactions monthly
  • A strong AI which can handle sorting/labeling, ranking, filtering, and editing data
  • More than a million users
  • +100k Ada worse interaction between providers and data consumers
  • Collaboration with major players like African Union, World Bank etc

This is a new proposal.

SDG Rating

N.B, this is an approximate goal related to the SDG standard.

SDG goals:

Goal 9. Build resilient infrastructure, promote inclusive and sustainable industrialization and foster innovation

SDG subgoals:

9.5 Enhance scientific research, upgrade the technological capabilities of industrial sectors in all countries, in particular developing countries, including, by 2030, encouraging innovation and substantially increasing the number of research and development workers per 1 million people and public and private research and development spending

Key Performance Indicator (KPI):

9.5.2 Researchers (in full-time equivalent) per million inhabitants

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