❓Do people’s perception & utilization of guidance change during analysis if they know its source, e.g., if it came from 🤖AI, 🧙Human Expert, or 🧑‍🤝‍🧑Group of Human Analysts?. ✨Thrilled to share our new #iui2025 paper, presented last week at ACM IUI in Cagliari, Italy. (1/6)

RT @ICatGT: From Hokie🦃 to Yellow Jacket🐝! @VT_CS recognized @EndertAlex with its 2025 Distinguished Early Career Alumni Award. Alex has be….

RT @DAIS_workshop: And that's a wrap! The workshop concluded with an engaging panel discussion covering different aspects of agentic AI fro….

Come join us tomorrow at the First Workshop on Data-AI Systems (DAIS), alongside #ICDE2025 at Hong Kong PolyU. Thanks for the invitation to be a panelist and session chair, @subZero_saj and @MegagonLabs!.

RT @khornbaek: I am seeking 1-2 PhD students and 1-2 postdocs to work on theory in HCI, say, how the field uses theory, how to make theorie….

🙏 Big thanks to my coauthors: Alex Endert from the Georgia Tech Visualization Lab & Atanu R Sinha from Adobe Research. 📄 Paper: 📹 Video Overview: 🎙️ Recorded Talk: (6/6) @EndertAlex @GT_Vis @ACMIUI

🤔Interestingly, participants in the 🤖AI condition reported both higher post-task benefit & regret. This highlights the importance of understanding how different guidance sources impact user behavior (espec. AI), which can help design more effective guidance systems! . (5/6).

🥁The result? Guidance Source Matters!. Participants utilized guidance differently during analysis, including expressing varying levels of regret, even when its quality was constant! . E.g., those receiving guidance selected a lot more attributes than those without it! . (4/6).

💡Participants could request guidance from their assigned guidance source, in the form of attribute recommendations, one by one, up to 10 times. We held the quality of guidance constant across all sources (7 relevant & 3 irrelevant recommendations, randomly sequenced). (3/6)

🎯We conducted a study with 5 conditions:. 1 🤖AI.2 🧙Human Expert.3 🧑‍🤝‍🧑Group of Analysts.4 💡Unattributed Guidance (no source attribution).5 ❌No Guidance (control). We tasked participants to analyze a dataset, select relevant attributes & make #dataviz for a biz report. (2/6)

RT @profembwall: Excited to share our upcoming IUI paper called "A Design Space of Behavior Change Interventions for.Responsible Data Scien….

RT @paraschopra: Announcing India 🇮🇳 ML tracker, an open source @lossfunk project built by @HiSohan to track papers accepted at top AI/ML c….

Find more information about my work on my personal website at Find more information about the HKUST #CSE PhD program at [2/2].

Are you looking for #PhD student positions in data visualization, visual analytics, #HCI research?. I am recruiting multiple PhD students (funded) to join my group at The Hong Kong University of Science and Technology @hkust @HKUSTCSE in Fall 2025. If interested, EMAIL me! [1/2].

RT @johntstasko: The students in our fall Data Visualization course created a great set of projects again. Topics included hip-hop music,….

RT @FIDE_chess: 🇮🇳 GUKESH D WINS THE 2024 FIDE WORLD CHAMPIONSHIP! 👏 🔥.#DingGukesh

Definitely made attending #ieeevis #ieeevis2024 fun!.

RT @yalong_yang: I really like this neat idea! Great work!.

In the "Scripts, Notebooks, and Provenance" session, beginning shortly. #ieeevis #ieeevis2024.

RT @Bruce_YuYue: So excited our paper won Best Short Paper at #ieeevis 2024😎.I presented on behalf of the team at @kanaries_data and @VisL….