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- research-articleAugust 2024
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics
ICTIR '24: Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information RetrievalPages 227–237https://doi.org/10.1145/3664190.3672520When interacting with information retrieval (IR) systems, users, affected by confirmation biases, tend to select search results that confirm their existing beliefs on socially significant contentious issues. To understand the judgments and attitude ...
- keynoteMay 2024
Archiving and Temporal Analysis of Behavioral Web Data - Tales from the Inside
WWW '24: Companion Proceedings of the ACM Web Conference 2024Pages 1373–1374https://doi.org/10.1145/3589335.3641260Behavioral web data such as social web activity streams, query logs or behavioral traces from web search and navigation are crucial to understand the temporal evolution of the web and the human interactions that produce web data and models trained on ...
- research-articleMarch 2024
The Impact of CHIIR Publications: A Study of Eight Years of CHIIR
CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and RetrievalPages 34–44https://doi.org/10.1145/3627508.3638338Across all scientific fields, there is an increased focus on the impact of scientific research: what academic and societal benefits does it provide? This question has spurred the development of a variety of different approaches to impact assessment, ...
- research-articleMarch 2024
Visual Keyword/Result Linking: Using Interaction to Dynamically Reveal Relationships
CHIIR '24: Proceedings of the 2024 Conference on Human Information Interaction and RetrievalPages 66–76https://doi.org/10.1145/3627508.3638307Keywords contain important contextual information about search results within academic digital library search interfaces. However, such information tends to be underutilized within modern search interface designs. In prior work, methods for visually ...
- research-articleFebruary 2024
Relevance Feedback with Brain Signals
ACM Transactions on Information Systems (TOIS), Volume 42, Issue 4Article No.: 93, Pages 1–37https://doi.org/10.1145/3637874The Relevance Feedback (RF) process relies on accurate and real-time relevance estimation of feedback documents to improve retrieval performance. Since collecting explicit relevance annotations imposes an extra burden on the user, extensive studies have ...
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- abstractOctober 2023
Astrolabe: Visual Graph Database Queries with Tabular Output
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge ManagementPage 5248https://doi.org/10.1145/3583780.3615992Graph databases are an established solution for large, highly connected datasets. One challenge associated with deploying graph databases in industrial settings is usability. Typically, developers interact with graph databases through queries in ...
- short-paperMarch 2023
How we Work, Share, and Re-use at CHIIR
CHIIR '23: Proceedings of the 2023 Conference on Human Information Interaction and RetrievalPages 351–356https://doi.org/10.1145/3576840.3578305In this paper, we present the results of an initial study of the research, sharing, and re-use practices at the CHIIR conference through a systematic analysis of all CHIIR papers published from 2016 to 2022. We find that CHIIR is a conference ...
- research-articleOctober 2022
VILT: Video Instructions Linking for Complex Tasks
IMuR '22: Proceedings of the 2nd International Workshop on Interactive Multimedia RetrievalPages 41–47https://doi.org/10.1145/3552467.3554794This work addresses challenges in developing conversational assistants that support rich multimodal video interactions to accomplish real-world tasks interactively. We introduce the task of automatically linking instructional videos to task steps as "...
- keynoteAugust 2022
I3A: An Intelligent Interactive Information Agent Model for Information Retrieval
ICTIR '22: Proceedings of the 2022 ACM SIGIR International Conference on Theory of Information RetrievalPage 2https://doi.org/10.1145/3539813.3545943Information Retrieval (IR) can be broadly interpreted as an interactive process for connecting users with the right information at the right time to finish a task, where interaction can be multimodal (e.g., using text, speech, and gestures) and ...
- tutorialJuly 2022
What the Actual...Examining User Behaviour in Information Retrieval
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 3444–3446https://doi.org/10.1145/3477495.3532687Conducting studies involving actual users is a recurring challenge in information retrieval. In this tutorial we will address the main strategic and tactical choices for engaging with, designing and executing user studies, considering both evaluation ...
- tutorialJuly 2022
Conversational Information Seeking: Theory and Application
- Jeffrey Dalton,
- Sophie Fischer,
- Paul Owoicho,
- Filip Radlinski,
- Federico Rossetto,
- Johanne R. Trippas,
- Hamed Zamani
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 3455–3458https://doi.org/10.1145/3477495.3532678Conversational information seeking (CIS) involves interaction sequences between one or more users and an information system. Interactions in CIS are primarily based on natural language dialogue, while they may include other types of interactions, such ...
- short-paperJuly 2022
Interactive Query Clarification and Refinement via User Simulation
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2420–2425https://doi.org/10.1145/3477495.3531871When users initiate search sessions, their query are often ambiguous or might lack of context; this resulting in non-efficient document ranking. Multiple approaches have been proposed by the Information Retrieval community to add context and retrieve ...
- research-articleJuly 2022
Users and Contemporary SERPs: A (Re-)Investigation
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2765–2775https://doi.org/10.1145/3477495.3531719TheSearch Engine Results Page (SERP) has evolved significantly over the last two decades, moving away from the simple ten blue links paradigm to considerably more complex presentations that contain results from multiple verticals and granularities of ...
- short-paperMarch 2022
Assessing Realism in Simulated Work Tasks
CHIIR '22: Proceedings of the 2022 Conference on Human Information Interaction and RetrievalPages 266–271https://doi.org/10.1145/3498366.3505831In this paper, we describe our use of realism check questions in an exit questionnaire as a method for assessing the realism of scenarios and simulated tasks. We used realism check questionnaire items found in the decision-making literature to assess ...
- research-articleNovember 2021
Modeling an Adaptive Resident-System Interaction for Cognitive Assistance in Ambient Assisted Living
HAI '21: Proceedings of the 9th International Conference on Human-Agent InteractionPages 183–192https://doi.org/10.1145/3472307.3484166In the last decade, advances in the field of ambient assisted living (AAL) have changed the way services can be provided in smart homes. New possibilities are now offered for addressing complex interaction problems between the technology and users with ...
- short-paperOctober 2021
State-Aware Meta-Evaluation of Evaluation Metrics in Interactive Information Retrieval
CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge ManagementPages 3258–3262https://doi.org/10.1145/3459637.3482190In interactive IR (IIR), users often seek to achieve different goals (e.g. exploring a new topic, finding a specific known item) at different search iterations and thus may evaluate system performances differently. Without state-aware approach, it would ...
- research-articleSeptember 2024
Visualizing Feature-Based Similarity for Research Paper Recommendation
JCDL '21: Proceedings of the 2021 ACM/IEEE Joint Conference on Digital LibrariesPages 212–221https://doi.org/10.1109/JCDL52503.2021.00033Research paper recommender systems are widely used by academics to discover and explore the most relevant publications on a topic. While existing recommendation interfaces present researchers with a ranked list of publications based on a global relevance ...
- research-articleAugust 2021
Incorporating Widget Positioning in Interaction Models of Search Behaviour
ICTIR '21: Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information RetrievalPages 53–62https://doi.org/10.1145/3471158.3472243Models developed to simulate user interactions with search interfaces typically do not consider the visual layout and presentation of a Search Engine Results Page (SERP). In particular, the position and size of interfacewidgets ---such as entity cards ...
- tutorialJuly 2021
Interactive Information Retrieval: Models, Algorithms, and Evaluation
SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2662–2665https://doi.org/10.1145/3404835.3462811Since Information Retrieval (IR) is an interactive process in general, it is important to study Interactive Information Retrieval (IIR), where we would attempt to model and optimize an entire interactive retrieval process (rather than a single query) ...
- tutorialJuly 2021
Interactive Information Retrieval with Bandit Feedback
SIGIR '21: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information RetrievalPages 2658–2661https://doi.org/10.1145/3404835.3462810Information retrieval (IR) in nature is a process of sequential decision making. The system repeatedly interacts with the users to refine its understanding of the users' information needs, improve its estimation of result relevance, and thus increase the ...