Handling the Efficiency–Personalization Trade-Off in Service Robotics: A Machine-Learning Approach

The role of artificial intelligence algorithms in information systems research: a conceptual overview and avenues for research

“…Input data: In addition to numerical data, AI can process various other inputs, including text (e.g., Adamopoulos et al 2018), images (e.g., Wang et al 2022a, b;Zhang and Ram 2020), and sensor data (e.g., Tofangchi et al 2021;Zhu et al 2020). We add the dimension "input data" to our framework and distinguish between numerical, text, audio and signal, and image data.…”

Visualizing profitability: A heatmap approach to evaluate Bitcoin futures trading using VMA trading rules

“…A heatmap is a frequently used data visualization technique in artificial intelligence [ 44 , 45 ] and big data analytics [ 46 , 47 ]. For instance, [ 48 ] argue that heatmap visualization techniques can aid in elucidating the visual data processing predictions of deep artificial intelligence.…”

The effect of required warmth on consumer acceptance of artificial intelligence in service: The moderating role of AI-human collaboration

“…The use of AI in service is markedly increasing (Davenport et al, 2020;Gursoy, Chi, Lu, & Nunkoo, 2019;Jörling, Böhm, & Paluch, 2019;Sung, Bae, Han, & Kwon, 2021;Tofangchi, Hanelt, Marz, & Kolbe, 2021). The global AI market size reached $39.9 billion in 2019 and is predicted to rise at a compound annual growth rate of 42.2% from 2020 to 2027 (GrandViewResearch, 2020).…”