AI Seminar Flashcards
What are benefits of AI use in marketing?
Ai enhances customer experience + automated processes
What are concerns of AI use in marketing?
Privacy, dehumanization, addiction
What are the 8 clusters?
1: memory and computational logic
2: decision making and cognitive processes
3: neural networks
4: machine learning+ linguistic analysis
5: social media + text mining
6: social media content analytics
7: technology acceptance + adoption
8: Big data + robots
What is Cluster 1 and what is it describing? + Example
Memory + computational logic
- replicate human cognitive processes like memory to predict consumer behavior and preferences
ex: product recommendations based on frequent purchases
Cluster 2
Decision making + cognitive processes
- model + simulate human decision making processes to create marketing strategies that align with consumer psychology + behavior
ex: predict shopping patterns + manage inventory
Cluster 3
Neural Networking
- mimic human brain neural structures to recognize complex patterns in consumer data to enhance marketing efforts
ex: pinterest visual search tool
Cluster 4
Machine learning + linguistic analysis
- natural language processing + machine learning to enable a better analysis of consumer feedback, sentiment analysis + automated customer service
Cluster 5
Social media + text mining
- extracting + analyzing large volumes of text to understand trends, consumer opinions, and engagement
ex: to adjust marketing campaigns accordingly
Cluster 6
Social media content analytics
- analyzing content to measure the impact of marketing campaigns, brand perception + effectiveness of different content types (phot+video)
ex: video tutorials are more engaging then fotos
Cluster 7
Technology acceptance and + adoption
- examines factors that influence the acceptance + adoption of AI to guide marketers which AI tool is more likely o be accepted by users
ex: sephora virtual shopping assistant
Cluster 8
Big data + robots
- usage to enhance marketing capabilites in data-driven decision making, customer interactions + automated marketing processes
ex: Amazon: manage inventory and to enhance shopping experience by product recommendations