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Win-win search: Dual-agent stochastic game in session search
Session search is a complex search task that involves multiple search iterations triggered by
query reformulations. We observe a Markov chain in session search: user's judgment of …
query reformulations. We observe a Markov chain in session search: user's judgment of …
Interactive intent modeling for exploratory search
Exploratory search requires the system to assist the user in comprehending the information
space and expressing evolving search intents for iterative exploration and retrieval of …
space and expressing evolving search intents for iterative exploration and retrieval of …
Memory-augmented dialogue management for task-oriented dialogue systems
Dialogue management (DM) is responsible for predicting the next action of a dialogue
system according to the current dialogue state and thus plays a central role in task-oriented …
system according to the current dialogue state and thus plays a central role in task-oriented …
Adaptive similarity search for the retrieval of rare events from large time series databases
T Schlegl, S Schlegl, D Tomaselli, N West… - Advanced Engineering …, 2022 - Elsevier
Improving the recall of information retrieval systems for similarity search in time series
databases is of great practical importance. In the manufacturing domain, these systems are …
databases is of great practical importance. In the manufacturing domain, these systems are …
Information retrieval as card playing: A formal model for optimizing interactive retrieval interface
We propose a novel formal model for optimizing interactive information retrieval interfaces.
To model interactive retrieval in a general way, we frame the task of an interactive retrieval …
To model interactive retrieval in a general way, we frame the task of an interactive retrieval …
Multi page search with reinforcement learning to rank
Web search engines are typically designed to involve multiple pages of search results, and
the search users engaging in exploratory search with ad hoc queries are likely to access …
the search users engaging in exploratory search with ad hoc queries are likely to access …
Modeling user interests from web browsing activities
F Gasparetti - Data mining and knowledge discovery, 2017 - Springer
Browsing sessions are rich in elements useful to build profiles of user interests, but at the
same time HTML pages include noisy data such as advertisements, navigation menus and …
same time HTML pages include noisy data such as advertisements, navigation menus and …
Dynamic information retrieval modeling
Dynamic aspects of Information Retrieval (IR), including changes found in data, users and
systems, are increasingly being utilized in search engines and information filtering systems …
systems, are increasingly being utilized in search engines and information filtering systems …
A term-based methodology for query reformulation understanding
Key to any research involving session search is the understanding of how a user's queries
evolve throughout the session. When a user creates a query reformulation, he or she is …
evolve throughout the session. When a user creates a query reformulation, he or she is …
The query change model: Modeling session search as a markov decision process
Modern information retrieval (IR) systems exhibit user dynamics through interactivity. These
dynamic aspects of IR, including changes found in data, users, and systems, are …
dynamic aspects of IR, including changes found in data, users, and systems, are …