Technology and Data Analytics - Course Notes Flashcards
When asked for the exploitation of new technologies, with regards to benefits and opportunities, what do you do?
- New technologies
- Big Data
- Strategic implications
With regards to new technologies, name the 7 benefits
- Cloud computing
- Flexibility
- Disaster recovery
- Ability to collaborate
- Security
- Environmental friendliness
- Competitiveness
Why is cloud computing a benefit?
Reduces need to invest in and maintain significant infrastructure
Why is flexibility a benefit?
As a result of not having to invest in hardware, IT needs can be flexed more easily to what is needed at the time
Why is disaster recovery a benefit?
Information is stored in the cloud
Why is the ability to collaborate a benefit?
When using the cloud, individuals all over the world can contribute to the same document rather than running parallel versions leading to greater errors
Why is security a benefit?
Document is accessed by everyone from the same remote place, reducing chances of loss of physical data in transit
Why is environmental friendliness a benefit?
This links with flexibility as lack of individual infrastructure reduces carbon footprint and the energy used fluctuates with the actual needs of the current time
Why is competitiveness a benefit?
Use of the cloud can give small business advantages enabling them to compete with bigger businesses
Why is mobile technology a benefit?
Allows access anytime, anywhere from a range of devices - not tied to a physical location
What are Hadoop clusters used for?
Store and manage data so that it can be used by companies as a competitive advantage
What are Hadoop clusters?
Special type of software which stores and analyses huge amounts of unstructured data
How is big data described?
Using the 4Vs
What are the 4Vs for Big Data?
Volume
Variety
Velocity
Veracity
What is volume for the 4Vs?
The amount
What is variety for the 4Vs?
The sources
What is velocity for the 4Vs?
Speed at which it changes
What is veracity for the 4Vs?
The truthfulness
Name the strategic implications for big data?
- More transparent and more accessible
- Minimise risk
- Segmentation and customisation
- Better decisions
- Develop future products
Explain the strategic implication of big data being more transparent and more accessible?
More viable to predict trends, analyse customer behaviour, understand what customers want and provide it to them
Explain the strategic implication of big data minimising risk?
Testing scenarios through knowledge of variables
Explain the strategic implication of segmentation and customisation?
Predictive analytics are used by most large retailers to record customer shopping habits in order to target products more effectively.
Explain the strategic implication of better decisions?
Revealing new insights into customer thinking and product usage.
Explain the strategic implication of developing new products?
Faster time to market
How does big data lead to a significant reduction in costs?
Enabling operational efficiencies improvements, there is large scope for competitive advantage
is big data only relevant to commercial organisations?
No
What does data analytical activity have to be?
Measured - cost v benefit
What must a company comply with for big data?
GDPR
What are the types of tasks could you be asked for technology and data analytics?
- Evaluate how new technologies could benefit
- Identify risks associated with technological benefits
- Analyse how investing in e-marketing could benefit
- Advise the board about key issues relating to e-business
- Assessment of security arrangements and recommendations
- Benefits and costs of investing in big data and evaluating a possible identified opportunity
What are the principles of an e-business?
It can contribute to the sustaining or the creation of competitive advantage
What are the barriers to adoption of an e-business?
- Staff do not have the required skills and knowledge
- Customers do not use e-business
- Costs of implementation
- Security, including confidentiality and fraud
What is disintermediation?
Removal of intermediaries in a supply chain that formerly linked a company to its customers
What is reintermediation?
Establishment of new intermediary roles for traditional intermediaries that were disintermediated.
- Provide customers with new, important value added services not provided in the new direct customer supplier relationship
- Provide customers with more efficient means of transacting business
What is coutermediation?
Creation of a new intermediary by an established company in order to compete via e business with establish intermediaries
What nine generic business models for e-commerce did Rappa classify?
- Brockerage
- Advertising
- Informediary
- Merchant
- Manufacturer
- Affiliate
- Community
- Subscription
- Utility
Explain the Rappa brockerage model?
Those that bring buyers and sellers together and facilitate transactions (often fee based)
Explain the Rappa Advertising model?
Supported by advertising revenue, a Web site will provide content and services together with advertising
Explain the Rappa Informediary model?
Collecting data about consumers and their purchasing habits and selling this information to other businesses
Explain the Rappa Merchant model?
Selling of goods and services on the traditional retail model
Explain the Rappa Manufacturer model?
Direct selling by the creator of a product or service to consumers, cutting out intermediaries.
Explain the Rappa Affiliate model?
Offering financial incentives to affiliated partner sites
Explain the Rappa Community model
Where users themselves invest in a site
Explain the Rappa Subscription model
When users pay for access to the site, usually for high added value content
Explain the Rappa Utility model
A model based on metered usage or pay as you go
Explain the internet
Enables computers across the world to communicate via telecommunication links
Explain a website
Collection of screens providing information in text and graphic form
Explain the World Wide Web
A navigation system within the Internet
Explain the Web Browser
Interpret and display hypertext documents and locates documents pointed to by the links