As the integration of artificial intelligence into social media continues to attract attention, the key impacts on content marketing are still undefined. Initial studies have shown that language models are capable of producing content that is competitive with content created by humans. However, how can such content be tailored for different social media platforms as…… Continue reading Using ChatGPT in Content Marketing: Enhancing Users’ Social Media Engagement in Cross-Platform Content Creation through Generative AI
Category: Web analytics
How Could Natural Language Processing Help Address Grand Challenges of Quantitative User Personas
Human-computer interaction (HCI) and natural language processing (NLP) can collaborate. This article summarizes previous literature to identify grand challenges for applying NLP in quantitative user personas (QUPs), which exemplifies such collaboration. Grand challenges provide a collaborative starting point for researchers working at the intersection of NLP and QUPs, towards improved user experiences. NLP research…… Continue reading How Could Natural Language Processing Help Address Grand Challenges of Quantitative User Personas
Ethical E-commerce: Navigating the Data Maze
It is important to ensure that consumers trust the way the company uses their data; when giving consent, they expect that the company will be transparent and fair with their data. If the question arises about exploitation, the users will lose their trust in the company, especially if the data was used without consent and…… Continue reading Ethical E-commerce: Navigating the Data Maze
A beginner’s guide to web analytics for marketers!!
Web analytics involves collecting, analyzing, and reporting data about website traffic and user behavior. By understanding how people interact with a website, you can gain valuable insights to improve its performance and ultimately achieve your business objectives. Web analytics involves a variety of metrics: Traffic: This is the total number of visitors to a website.…… Continue reading A beginner’s guide to web analytics for marketers!!
Regression Vs Classification model: Selecting the ultimate machine learning model
Machine learning models have more to offer than what meets the eye. It is often known for uncovering hidden patterns and relationships between variables. The machine learning models provide us with the ability to predict future actions based on the current and past data available. If anything, machine learning is a door that is used…… Continue reading Regression Vs Classification model: Selecting the ultimate machine learning model
Deus Ex Machina and Personas from Large Language Models: Investigating the Composition of AI-Generated Persona Descriptions
Large language models (LLMs) can generate personas based on prompts that describe the target user group. To understand what kind of personas LLMs generate, in this research led by Joni Salminen, we investigate the diversity and bias in 450 LLM-generated personas with the help of internal evaluators (n=4) and subject-matter experts (SMEs) (n=5). The research findings…… Continue reading Deus Ex Machina and Personas from Large Language Models: Investigating the Composition of AI-Generated Persona Descriptions
Investigations into Digital Analytics
Our research team has conducted a series of studies concerning the use and effect of analytics. Some insightful findings are: Displaying or not displaying certain analytics to platform users will alter their behavior Analytics can provide insights into persona usage and interaction Analytics systems require more navigational focus compared to using personas for the same…… Continue reading Investigations into Digital Analytics
Bridging Hard and Soft Logic: The Emergence of Data-Driven, Algorithmically-Created Personas
With user experience (UX) research and market analysis, the development of data-driven, algorithmically-created personas stands at the forefront, marking a significant leap in understanding diverse population segments. These algorithmically-created personas, crafted through a synergy of big data, machine learning (ML), and artificial intelligence (AI), are revolutionizing our approach to understanding audiences, customers, and users by…… Continue reading Bridging Hard and Soft Logic: The Emergence of Data-Driven, Algorithmically-Created Personas
The Need for Formal Standards for Persona Creation
Personas are invaluable tools in content creation that help creators and editors better understand their target audiences. In the business world, personas are valuable tools that help marketers and executives better understand their target customers. In the user experience (UX) design world, personas are invaluable tools that help designers and developers better understand their target…… Continue reading The Need for Formal Standards for Persona Creation
What Information to Include in a Persona Profile?
Algorithmically generated personas have emerged as quintessential tools for understanding audiences, customers, and users, bridging data analytics and human-centric experiences. These algorithmically-generated personas (APGs) are at the intersection of user experience research, marketing strategies, and product development, and APGs are realistically crafted identities that mirror the varied facets of a target audience, customer, or user…… Continue reading What Information to Include in a Persona Profile?