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Closed Platform
proprietary and may only be made and sold by its owner or via licensing agreements
can still allow for open complementary development through APIs
ex: apple ios, facebook, microsoft windowa, DVD/bluray, chatgpt
Open platform
can be made and sold by anyone
ex: linux, open office, mySQL, Java
closed innovation
mostly within a single company
firm assumes all the risk and reward of innovation
significant R&D investment, often proprietary capabilities or high levels of expertise required
Open innovation
partnering with others to share knowledge, risk, reward
develop new markets, complementary goods, and sources of innovation
allows firms to access and leverage resources/capabilities it doesn't have
VARIM: how to profit from new capabilities?
growth model: how do these new capabilities enhance growth?
Crowdsourcing
when a firm outsources a task to the public via an open call
- firm does not handle task internally
- firm does not outsource to a designated supplier
members of the public take on the task without preexisting contracts or guarantees of reward
contracts enable legality without intellectual property challenges
crowdsourcing is NOT outsourcing
Crowdsourcing vs. Outsourcing
suppose that you have a problem
- if you know how to solve the problem efficiently, you can do it yourself (closed innovation)
- if you know who can solve it, you can have that person solve it, using a contract or other agreement (Apple outsources assembling of iPhones to Foxconn)
- if you do not know who can solve it efficiently, you can crowdsource it to an undefined network (group) so that members of the crowd can self-select and solve the problem
crowdsourcing process
1. state the problem
2. crowd self-selects to solve problem
3. solution evaluation
4. reception and implementation
crowdsourcing today
grand challenges still thriving
internet has allowed crowdsourcing activities to scale rapidly
open-source era has evolved: volunteers work as communities to develop software with code that is not copyright protected
open-source benefits: skill development and signaling, recognition and status, ideology
Modern crowdsourcing types
tournament/competitive
collaborative
open innovation and citizen science
collective intelligence
crowdfunding
tournament/competitive
participants compete for a prize
xprize, chrome rewards, innocentive
collaborative
participants work towards a common goal
ex: wikipedia, blockchain, linux
open innovation and citizen science
soliciting solutions, ideas, or innovations from a large group
ex: lego ideas, innocentive, zooniverse, ebird, waze
collective intelligence
aggregating insights, opinions, or expertise from a large group to improve decision making
ex: amazon ratings, rotten tomatoes, netflix ratings, stack overflow, yelp
crowdsourcing
raising funds from a distributed group of contributors, large scale or microfinance
ex: kickstarter, gofundme, indiegogo, kiva
user engagement and incentives
extrinsic rewards
intrinsic rewards
extrinsic rewards
financial incentives: direct payment for microtasks or large prizes for winning contest
career development: build a professional portfolio, showcase skills to potential employers, or learn skills
tangible reward: early access to products or services
reputation and image: earn the reputation among the peers
intrinsic rewards
altruism: feel good to help others or make a difference
intellectual challenge: satisfaction of solving complex problems
entertainment: enjoy the task
Gamification
the application of game design elements and principles in non-game context to improve user engagement, experience, and loyalty
ex: point rewards, leaderboard, ranks, small games for citizen science, Pokemon Go
passive crowdsourcing (sensing)
users automatically share their GPS location and speed, which will be aggregated to figure out traffic conditions
active crowdsourcing (reporting)
users manually report specific incidents they encounter, such as car accidents, road hazards, hidden police, etc.
to keep users contributing for free, Waze uses:
gamification
points and ranks: users earn points for reporting and level up to high ranks
social feature: seeing other "wazers" on the map
donation-based social crowdfunding
donors give money to help individuals or non-profits without expecting a product in return
raise money for a wide variety of needs, including medical expenses, emergency relief, memorials, education, etc.
impact of crowdsourcing on business models
CVP: goal is to obtain high value solutions that can be offered to customers
market segment: crowdsourcing may identify empty market spaces
revenue sources: seekers- lots of flexibility; solvers- prize, cut of sales, non-$$; intermediaries- transaction fee, commissions
capabilities: seeker need both solution and complementary assets, seeker does not have to allocate resources to risky activities, seeker must repurpose capable employees
how the internet enables crowdsourcing
excellent at handling digital/intangible transactions
cost of coordination through the internet is near $0
web scale allows access to long tail
crowdsourcing advantages
access to broader, deeper talent pool
higher probability of higher-value solution at lower cost
recruiting- seekers publish; solvers search
solve problems only crowds can solve
identify existing solution
single strategy to cooperators
crowdsourcing disadvantages
difficult to protect IP
risk crowd won't opt-in
task may not be appropriate to crowdsourcing
integration can be difficult
bad reputation for failed attempts
cloud computing
computing services offered on-demand over the internet ("the cloud") instead of on local computers or servers and paid by use
ex: software, storage, processing power
private cloud infrastructure
cloud infrastructure used by one org with multiple consumers
may be owned, managed and operated by the firm, third party, or both
may reside on or off premises
public cloud infrastructure
infrastructure provisioned for open use by many
resides on provider's premises
owned, managed and operated by different arrangements of players
hybrid cloud infrastructure
comprised of 2+ distinct cloud infrastructures
can be private, community, or public
integration of on-prem/cloud (private and public) infrastructure linked to optimize both security and portability
cloud computing properties
on-demand self service
broad network access
resource pooling
rapid elasticity
measured service
on demand self-service
instant access through a web app or portal
no IT help needed -- users launch services themselves
real-time provisioning of storage or computing power
pay as you go for only what you use
broad network access
use anywhere, on any internet-connected device
access through many networks and locations
requires strong security, especially for private clouds
resource pooling
shared resources serve many customers-"multi-tenancy"
same infrastructure, dynamically allocated
location independent-users don't know where it runs
examples: storage, bandwidth, processing, memory
rapid elasticity
scales up or down automatically as demand changes
add or remove capacity anytime
feels limitless to the user
ideal for handling spikes in traffic or workload
measured service
usage is metered and tracked automatically
pay by use or subscription (per seat or volume)
enables monitoring and cost control
cloud computing service models
software as a service
platform as a service
infrastructure as a service
software as a service
access to software hosted in the cloud, not installed locally
used through a web browser or app interface (thin client)
provider manages everything: infrastructure, updates, maintenance
users configure, not customize (they control limited settings but not core features or code)
platform as a service
cloud platform for building and deploying applications
developers use provider-supported tools
no server or infrastructure management
infrastructure as a service
virtual access to servers, storage, and networks
run any software--you manage OS and applications
no hardware management--provider handles infrastructure
benefits of cloud computing
financial
operational
strategic
drawbacks of cloud computing
fit and flexibility
security and compliance
operational and dependency risks
Financial
no large upfront costs-avoids major capital investment in hardware or data centers
pay as you go model-buy only what you use
lower total cost of ownership-reduced maintenance, upgrades, and energy costs
shifts IT to an operating expense-improves financial flexibility
Operational
on demand scalability-instantly add or reduce capacity as needs change
resource efficiency-pooled infrastructure optimizes use and reduces waste
faster deployment and innovation-launch, test, and iterate solutions rapidly
reduced IT management load-providers handle infrastructure and updates
Strategic
agility and speed to market-respond quickly to business changes or opportunities
focus on core capabilities-redirect IT staff and budget toward value-adding activities
less dependence on legacy systems-supports modernization and digital transformation
smaller strategic payoff gap
Location Technologies
self-reported positioning
bluetooth/wifi/rfid
global system for mobile communications
- triangulation with cell phone towers
- if we know where the access points are, and we know the distance of a device from those points, we can locate the device
location-centric participatory sensing
users collect and post/tag data about where they are
reporting crime data, mapping paths, social organizing
collective data, not individual important
participant-centric participatory sensing
individuals or small defined group tracked
arrival prediction, schedule coordination
miniaturization and innovation
becoming networked, integrated: connected to other computers, devices, networks
computers sense movement, operating environment, connectivity: smart phones, cars, surveillance cameras, hotel door locks, GPS
becoming larger, cheaper, more flexible
sensor communication
sensor to people: low tire pressure, high blood pressure, heart rate
sensor to sensor: anti-collision detection
sensor to aggregator: traffic jams, website traffic
Manufacturing comparison
additive/3d manufacturing
traditional manufacturing
Additive/3d manufacturing
low capital expenses
only need: computer and software, digital 3d model of the object to be made
3d printer, printing materials
a single printer can produce many kinds of objects
Traditional manufacturing
high capital expenses
significant infrastructure: manufacturing space, equipment
specialized equipment (tooling)-often single purpose
large supplies of raw materials
high cost and volume of labor
How 3D printing works
traditional manufacturing is subtractive-material is cut away to make the product
3D printing is additive-material is built up layer by layer
a 3D printer lays down 2D layers in the x-y plane
layers stack in the z direction to form the final shape
common methods of 3D printing
extrusion: makerbot, similar to an inkjet, a material is extruded in a pattern
stereolithography: FormLabs, uses a laser to cure a polymer resin
Unique advantages of 3D printing
affordable customization
manufacture of more efficient designs
one machine, unlimited product lines
very small objects (nanoscale)
efficient use of raw materials
pay by weight
batches of one, create on demand
accessible to all
new supply chain and retail opportunities
3 things slowing 3d printing adoption
speed: inability to print at in large quantities limits utility
software: not designed to integrate many printers
quality control: uniqueness of what's printed leads to lots of variance
what has been 3d printed
bones, organic compounds, human tissue, wood, fighter aircraft parts, prosthetic limbs, models, weapons, glass, cleats, concept cars, wheelchair ramps, toys, music boxes, chocolate and other foods, clothing, record albums
CVP: 3d printing
3d printing enables firms to offer customized and flexible products
- massive customization
- rapid prototyping
- on-demand production
ex: Nike uses 3d printing for customized shoes; align technology uses 3d printing for personalized dental aligners
market segments: 3d printing
enables firms to serve new types of customers and niche markets that traditional manufacturing often ignores
- mass customization customers
- low volume industrial customers
- designers and creators
production and cost structure
traditional manufacturing:
high fixed costs but low marginal cost at scale
3d printing (additive manufacturing):
lower fixed costs, but higher marginal cost but more flexibility ; reduced transportation costs (local production), lower inventory and warehousing costs
business model implication:
lower entry barriers for small firms, more small-batch production, reduced need for large factories, shift from global mass production to distributed manufacturing
platform based business model
3d printing can create platform-based business model where: designers create products, users download designs, service providers print objects (printing as a service)
the new tasks can be managed as crowdsourcing projects
the existing tasks can be managed as digital content marketplaces
3d printing advantages
mass customization
rapid prototyping
low setup cost
on-demand production
complex design capability
shorter supply chains
3d printing disadvantages
high cost for large-scale production (no economies of scale)
slower production speed
limited material options
intellectual property risks
quality and reliability issues
high equipment costs