Crowdsourcing involves outsourcing tasks to a large, undefined group of people via the internet. It has existed for years in various forms like software testing but the term was coined in 2006. Common types of crowdsourcing include crowdfunding, crowdsourced designs, and crowdwisdom. The pros are that it provides a large, diverse pool of talent and knowledge at low cost. However, managing large crowds and ensuring quality can be challenges. Popular crowdsourcing sites include Freelancer, 99designs, and InnoCentive for various tasks like design, testing, and problem-solving.
Crowdsourcing is a process that involves outsourcing tasks to a distributed group of people. This process can occur both online and offline, and the difference between crowdsourcing and ordinary outsourcing is that a task or problem is outsourced to an undefined public rather than a specific body, such as paid employees. Crowdsourcing is distributed problem solving. Your most complex business problems are broken down into microtasks and completed efficiently by an on-demand, scalable workforce. Coining the term of "crowdsourcing", Jeff Howe has also indicated some common categories of crowdsourcing that can be used effectively in the commercial world. Some of these web-based crowdsourcing efforts include crowdvoting, wisdom of the crowd, crowdfunding, microwork, and inducement prize contests. Crowd is an umbrella term for people who contribute to crowdsourcing efforts.
Crowdsourcing can be looked at as an application of the wisdom of crowds concept, in which the knowledge and talents of a group of people is leveraged to create content and solve problems.
Crowdsourcing markets are not a first-in-first-out queue. Tasks that are not completed quickly may be forgotten, buried by filters and search procedures so that workers do not see them
Some popular uses of implicit crowdsourcing are Captcha codes and ESP Game. Crowdsourcing has the potential to be a problem-solving mechanism for government and nonprofit use.
The practice of using a network of remote servers hosted on the Internet to store, manage, and process data, rather than a local server or a personal computer.
Crowdsourcing is a process that involves outsourcing tasks to a distributed group of people. This process can occur both online and offline, and the difference between crowdsourcing and ordinary outsourcing is that a task or problem is outsourced to an undefined public rather than a specific body, such as paid employees. Crowdsourcing is distributed problem solving. Your most complex business problems are broken down into microtasks and completed efficiently by an on-demand, scalable workforce. Coining the term of "crowdsourcing", Jeff Howe has also indicated some common categories of crowdsourcing that can be used effectively in the commercial world. Some of these web-based crowdsourcing efforts include crowdvoting, wisdom of the crowd, crowdfunding, microwork, and inducement prize contests. Crowd is an umbrella term for people who contribute to crowdsourcing efforts.
Crowdsourcing can be looked at as an application of the wisdom of crowds concept, in which the knowledge and talents of a group of people is leveraged to create content and solve problems.
Crowdsourcing markets are not a first-in-first-out queue. Tasks that are not completed quickly may be forgotten, buried by filters and search procedures so that workers do not see them
Some popular uses of implicit crowdsourcing are Captcha codes and ESP Game. Crowdsourcing has the potential to be a problem-solving mechanism for government and nonprofit use.
The practice of using a network of remote servers hosted on the Internet to store, manage, and process data, rather than a local server or a personal computer.
Artificial Intelligence High Technology PowerPoint Presentation Slides Comple...SlideTeam
Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck combines state-of-the-art design with insightful info. This PPT template deck helps you express every important aspect of machine intelligence. Showcase definition, types, use cases, trends, application, and present situation of AI. Employ our PowerPoint theme to elucidate the differences between AI, machine learning, and deep learning. Our PPT layout designers incorporate cutting-edge diagrams, and graphics to simplify complex data and season bland content. Illustrate the application, selection method, significance, function, use cases, challenges, and limitations of machine learning. Also, walk your audience through ML algorithms, decision tree algorithm learning, and differences between traditional programming and machine learning. Offer a complete overview of deep learning including the process, application, limitations, and significance through this comprehensive PowerPoint presentation. Highlight reinforcement learning, classification of neural networks, deep learning networks, feed-forward neural networks, recurrent neural networks, and convolutional neural networks. You will also find data on supervised and unsupervised machine learning, back propagation, and AI expert systems. Smash the download icon to personalize. Our Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck are topically designed to provide an attractive backdrop to any subject. Use them to look like a presentation pro. https://bit.ly/3oaWpPz
This presentation analyzes the SaaS Business Model. It also gives examples of SaaS providers/vendors, and companies that used these services and how they benefited.
In conclusion, I analyze the implications of SaaS and see how it can help improve business IT strategy through cost savings, increased productivity, improved collaboration, and maintaining your competitive advantage.
This presentation, by big data guru Bernard Marr, outlines in simple terms what Big Data is and how it is used today. It covers the 5 V's of Big Data as well as a number of high value use cases.
This Presentation will give you an overview about Artificial Intelligence : definition, advantages , disadvantages , benefits , applications .
We hope it to be useful .
Stakes, limits and opportunities, how to take advantage of the crowdsourcing ...Carine ESTEVES
Coined by Jeff Howe, the term Crowdsourcing – a composite of Crowd and Outsourcing, describes outsourcing to the crowd. Afar from cost, advantages and opportunities for a company can be considerable. It can outsource the risk of failure and it only pays for products or services that meet its expectations. This phenomenon covers various situations. Seeking to mobilize external competencies, it has interested a large number of businesses. However, this concept has reach its maturity and its limits seem to be pointed out as bad from professionals of different industries. Crowdsourcing is lacking a general and synthetic view of this concept. The purpose of our paper is to characterize Crowdsourcing in its various aspects. First we describe of Crowdsourcing, and offer examples illustrating the diversity of Crowdsourcing typology, practices, business models and we present comparisons between Crowdsourcing and established theories (Open Innovation, User Innovation).
Relying upon a group of persons (crowd) can be an adequate method, because of its unique characteristics that are made possible by the Internet.
Crowdsourcing offers extraordinary potential for resolving tasks efficiently by tapping into the skills of large groups of people. To illustrate so, we explain how Capseo, a crowdsourcing based company, works with freelancers from around the world to make online marketing campaigns.
Finally, we present some potential benefits and pitfalls of Crowdsourcing and explain how to bypass its obstacles to offer a strong value proposition to customers.
Artificial Intelligence High Technology PowerPoint Presentation Slides Comple...SlideTeam
Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck combines state-of-the-art design with insightful info. This PPT template deck helps you express every important aspect of machine intelligence. Showcase definition, types, use cases, trends, application, and present situation of AI. Employ our PowerPoint theme to elucidate the differences between AI, machine learning, and deep learning. Our PPT layout designers incorporate cutting-edge diagrams, and graphics to simplify complex data and season bland content. Illustrate the application, selection method, significance, function, use cases, challenges, and limitations of machine learning. Also, walk your audience through ML algorithms, decision tree algorithm learning, and differences between traditional programming and machine learning. Offer a complete overview of deep learning including the process, application, limitations, and significance through this comprehensive PowerPoint presentation. Highlight reinforcement learning, classification of neural networks, deep learning networks, feed-forward neural networks, recurrent neural networks, and convolutional neural networks. You will also find data on supervised and unsupervised machine learning, back propagation, and AI expert systems. Smash the download icon to personalize. Our Artificial Intelligence High Technology PowerPoint Presentation Slides Complete Deck are topically designed to provide an attractive backdrop to any subject. Use them to look like a presentation pro. https://bit.ly/3oaWpPz
This presentation analyzes the SaaS Business Model. It also gives examples of SaaS providers/vendors, and companies that used these services and how they benefited.
In conclusion, I analyze the implications of SaaS and see how it can help improve business IT strategy through cost savings, increased productivity, improved collaboration, and maintaining your competitive advantage.
This presentation, by big data guru Bernard Marr, outlines in simple terms what Big Data is and how it is used today. It covers the 5 V's of Big Data as well as a number of high value use cases.
This Presentation will give you an overview about Artificial Intelligence : definition, advantages , disadvantages , benefits , applications .
We hope it to be useful .
Stakes, limits and opportunities, how to take advantage of the crowdsourcing ...Carine ESTEVES
Coined by Jeff Howe, the term Crowdsourcing – a composite of Crowd and Outsourcing, describes outsourcing to the crowd. Afar from cost, advantages and opportunities for a company can be considerable. It can outsource the risk of failure and it only pays for products or services that meet its expectations. This phenomenon covers various situations. Seeking to mobilize external competencies, it has interested a large number of businesses. However, this concept has reach its maturity and its limits seem to be pointed out as bad from professionals of different industries. Crowdsourcing is lacking a general and synthetic view of this concept. The purpose of our paper is to characterize Crowdsourcing in its various aspects. First we describe of Crowdsourcing, and offer examples illustrating the diversity of Crowdsourcing typology, practices, business models and we present comparisons between Crowdsourcing and established theories (Open Innovation, User Innovation).
Relying upon a group of persons (crowd) can be an adequate method, because of its unique characteristics that are made possible by the Internet.
Crowdsourcing offers extraordinary potential for resolving tasks efficiently by tapping into the skills of large groups of people. To illustrate so, we explain how Capseo, a crowdsourcing based company, works with freelancers from around the world to make online marketing campaigns.
Finally, we present some potential benefits and pitfalls of Crowdsourcing and explain how to bypass its obstacles to offer a strong value proposition to customers.
From the beginning NPD is the main task for any new developments which should satisfy the customer needs on individual,so i tried gather or compile some information on how to mass individualize of customer needs for NPD
Customer Value Proposition by Derek HendrikzDerek Hendrikz
Customer value proposition by Derek Hendrikz works with CVP in terms of product, service, people, results, communication and experience. Customer service excellence and business relationship development models and the relationship / profitability ratio is dealt with. Slides end with the rules for CRM (customer relations management). www.derekhendrikz.com
Crowdsourcing is an online, distributed problem solving and production model that revolutionized the internet and mobile market at present. It turns the customers into designer and marketers. The practice of Crowdsourcing is transforming the web and giving rise to a new field. Today the leading enterprises are embracing the next paradigm shift in the distribution of work by outsourcing to the crowd in the cloud. Everyday millions of people make all kind of voluntary online contribution. With the number of people online approaching 3 billion by 2016 and projected to reach 5 billion by 2020, new workforce has emerged that are now used for different purposes. Available on-demand this workforce has abundant capacity and the expertise knowledge to perform work from simple to complex and solve problems and grand challenges. This paper gives an introduction to Crowdsourcing, its theoretical grounding, model and examples with case study. In this paper we show that Crowdsourcing can be applied to wide variety of problems and that it raises numerous interesting technical and social challenges. Finally this paper proposes an agenda for using Crowdsourcing in NLP.
Pascal Beucler, chief strategy officer, MSLGROUP, was recently invited to speak at Parson's school of design. He chose the hot topic of crowd-sourcing and how brands such as Coca Cola and Nissan are using it to design logos and products.
Early Stage Product Development - Incubadora SinergiaRiley Maguire
The talk we give at the beginning of a program about how to think about building products for startups, how to maintain a focus, and how to limit features to keep a product simple. We also talk a lot about the impact of startup from a smaller county and the macrotrends that Latam startups should be aware of that could affect their market.
Novice entrepreneurs who start the lean startup process with a "plausible" idea that doesn't fit with their team run the risk of failure in the validation process. While this isn't the end of the world since they'd have managed to avoid a failed launch, this situation can be avoided by starting with a problem worth solving!
CrowdGene is the power behind IdeasWatch: Startup inspiration from the crowd
CrowdGene is a modular platform of human motivation-driven blocks that are rapidly adaptable for community websites. In IdeasWatch, users submit new business ideas, discuss them on idea pages, suggest similar projects that the idea submitter and his team should know of, request to join project teams, and watch ideas to get updates on activity.
How the web changes the organisation of business and the business of organisa...david cushman
Final version of the slides I presented in a keynote for Webciety at CeBIT in Hannover, Germany on March 8, 2012.
You can see the video of me presenting it here: http://webciety.c.nmdn.net/playlist/list.php#entryId=0_yxkxvl4w or go to my blog FasterFuture.blogspot.com and search for CeBIT
Crafting an open source product strategyDave Neary
Should I open source this project? If so, how do I do it successfully? A presentation explaining fundamental principles behind open source business models. For a prose accompaniment, see https://community.redhat.com/blog/2018/04/crafting-an-open-source-product-strategy/
FROM DISTRO TO CUSTOM - HOW WE CREATE GREAT COMMUNITIES FOR EVERY ORGANIZATIO...DrupalCamp Kyiv
GoalGorilla build with Open Social one of the biggest Distributions in Drupal. This distribution builds the foundation for over 1000 communities world wide. We build ourselfs some big communities for clients like the UN, Greenpeace, the Dutch Government and others. All of this clients have a very specific profile and very specific needs. All of them are from different sectors: From NGOs, to Goverment organizations, Voluntary platforms, learning platforms and much more. As well all of our clients have at core a community the goals of the community and the key features for them to reach those goals are different every time. As much as we can rely on the distribution to cover the basics and a even more, every client is different and most bigger communities needs customizations to make the step from a good to a great community.
With every new client new challenges arise. With this talk I want to share some of the insights we gathered over the last 3 years, talk about how to navigate the pitfalls of customizing a Distribution and show how we fit different platforms to the specific requirements of different clients.
This talk is for:
- Developers who use or want to use Open Social (We will discuss some modules we use and technical choices, but it will not be primarily a technical talk)
- Professionals working with online communities
- Project managers or Designers that need to conceptualize projects that are based on a Distribution
https://drupalcampkyiv.org/node/77
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
2. What is Crowdsourcing?
● The action of outsourcing a task to the undefined public
● Mass Intelligence
● Affordable Price
● Division of Labor
● Productivity and Creativity
3. History of Crowdsourcing?
1. The term “crowdsourcing” was coined by Jeff Howe back in 2006.
a. Wired Article
2. Despite being a somewhat new term, “crowdsourcing” has been existed in our society for years in many
forms.
a. Software and Video Games Beta Invitation
3. Crowdsourcing is often used for translation service.
a. Facebook and Wikipedia
4. Companies nowadays list the problems they’re working on to the public as an attempt to get help from
anyone.
a. R&D vs. Crowdsourcing
5. Certain companies even offer huge prizes for solving a problem on crowdsourcing sites.
a. Innocentive
4. Types of Crowdsourcing
1. Crowdfunding: need money for an initiative
or cause?
a. the practice of funding a project or venture by raising
monetary contributions from a large number of
people, typically via the internet.
5. Types of Crowdsourcing (cont.)
2. Crowdsourced Designs: need a new logo?
a. projects are funded for a large group of people to
design something, for example, a website.
6. Types of Crowdsourcing (cont.)
3. Crowdwisdom: need an answer to your
question?
a. Where users ask questions in front of a large pool of
people willing to answer any type of problem.
7. The Pros of Crowdsourcing
● Crowdsourcing has brought together a large amount of
previously disconnected people that together help to
achieve goals
● Large number of people willing to work at any given
time with differing expertise, ideas, and opinions
○ Able to get a variety of options that can solve
problems
○ Know what is most popular and therefore profitable
○ Huge wealth of knowledge
8. ● Good for businesses that need something done, but it
isn’t an ongoing job
○ Making phone calls for a day
○ Conducting field research over widespread area
(map natural disasters, identify potholes)
● Crowdsourcing is affordable, and often can be done for
free
● Can be quick (GoFundMe)
Pros
9.
10. The Cons of Crowdsourcing
● Cheap labor often
yields a less credible
product
○ Wikipedia/Yahoo
Answers
○ Have to have
some way of
verifying results
(user generated
reputations)
11. Cons
● Management… how do you manage such a large scale
of workers?
● Only really helpful for simple tasks, anything else would
be too risky to crowdsource
● Collaboration among crowd is near impossible
● No contract → members can leave a project whenever
they want and ideas can be reused
12. Popular Crowdsourcing Sites
● Types of Crowdsourcing Sites
o Employment
o Graphic Design
o Crowd Testing
o Problem Solving
13. Job Sites
● Freelancer.com
o offers online jobs to freelancers around the world
o companies or individuals post projects for a set price
● Guru
● ScriptLance
o hires programmers and software developers
o bid for work around the world offering own rate
14. Jobs Sites
● Elance
over 50,000 job postings
wide range from programming to designing
● Amazon Mechanical Turk
o used for tagging photos, categorizing products
o on-demand scalable workforce
o https://www.mturk.com/mturk/welcome
15. Graphic Design Sites
● 99designs
o buyers post designs (logos, websites)
o open competition
● crowdSPRING
o marketplace for graphic design
o ad agency ask for a logo
o band will request a CD cover design
o average of 110+ entries per project
o price per designed project ranges from $200 to
thousands
● Hatchwise
16. Crowd Testing
● Feedback Army
o tests your website with the use of crowds
● Utest
o offers software testing (security testing, usability
software)
● UserTesting
o video of a visitor speaking their thoughts as they use
your site
o a written summary describing problems
17. Problem Solving
● InnoCentive
o solve complicated questions
o deliver breakthrough ideas and solutions at lower
costs and less risk
● Innovation Exchange
o develop solutions and submitted for review by team
and sponsor
18. Questions for the Class
● Crowdsourcing is often used by small start-ups because they don’t have
the funds to pay professionals. Do you think that big corporations will begin
to more widely use crowdsourcing as well?
● As crowdsourcing becomes more and more common, how do we protect
intellectual property?
● Do you think that crowdsourcing has the capabilities to surpass the
popularity of traditional job searching?
● Do you think Villanova should initiate a type of crowdsourcing on campus
and why?
Editor's Notes
Kickstarter is a great example, which millions of dollars are funded into all kinds of projects from movies to gadgets – with all the funds coming from people interested in supporting the project.
These financial contributions are usually either from:
(1) donations, philanthropy and sponsorships where there is no expected financial return
(2) lending
(3) investment in exchange for equity, profit or revenue sharing
This type of crowdsourcing is used to tap into online communities of thousands of talented people to develop original products and concepts, including photography, advertising, graphic design, apparel, and branding concepts.
A great example of this type of crowdsourcing is crowdSPRING.
It is great because not only one person from an agency doing the work, but rather have multiple people to bid on the work. It allows for hundreds of designs for the price of one, in which you select the logo you like and pay only that one designer.
This type of crowdsourcing is used to develop, aggregate, and share knowledge and information through open Q&A and user-generated knowledge systems.
A great example of this is Yahoo Answers, where users ask questions in front of a large pool of people willing to answer
or
if you’re looking to develop a glass for the next iPhone that won’t smudge, ask a crowd to see if they have a solution through sites such as InnoCentive and BrightIdea.
Minted, a stationery company, uses crowdsourcing to choose designs they are going to sell → approval from the crowd
