helpResearch questionConversational and Dialogue-Based Recommendation
Compared with traditional recommender systems, can LLM-based conversational recommendation systems better satisfy users' vague needs?Direction: Recommendation, Personalization, and Exploration
Conversational and Dialogue-Based Recommendation
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24 items
helpResearch questionConversational and Dialogue-Based Recommendation
How can users customize personalized recommendation logic through LLM-based recommendation systems?helpResearch questionConversational and Dialogue-Based Recommendation
What unique experiences can such systems provide for exploring new preferences and self-reflection?helpResearch questionConversational and Dialogue-Based Recommendation
What intuitive categorization attributes do users use when classifying intelligent voice assistant skills?helpResearch questionConversational and Dialogue-Based Recommendation
How can users' categorization intuitions be combined to design multidimensional categorization models supporting skill recommendation?helpResearch questionConversational and Dialogue-Based Recommendation
Can dialogue-based recommendation interaction models improve skill discoverability and UX?helpResearch questionConversational and Dialogue-Based Recommendation
How can interactive conversational recommendation systems capture user preferences in real time and support user self-actualization?CUI '24You Today, Better Tomorrow: Envisioning the Role of Conversation in Recommender Systems of the Future
helpResearch questionConversational and Dialogue-Based Recommendation
Can conversational recommendation systems help users achieve long-term goals by dynamically adjusting recommendation strategies?CUI '24You Today, Better Tomorrow: Envisioning the Role of Conversation in Recommender Systems of the Future
helpResearch questionConversational and Dialogue-Based Recommendation
How can natural language dialogue balance the social interactivity of recommendation systems with user autonomy?CUI '24You Today, Better Tomorrow: Envisioning the Role of Conversation in Recommender Systems of the Future
helpResearch questionConversational and Dialogue-Based Recommendation
How can user simulation techniques detect specific types of conversational breakdowns in conversational recommender systems?helpResearch questionConversational and Dialogue-Based Recommendation
Can user simulation techniques help evaluate the robustness of conversational recommender systems and generate improvement suggestions?helpResearch questionConversational and Dialogue-Based Recommendation
How can system failures, communication breakdowns, and dialogue flow interruptions in conversational recommender systems be classified and detected?helpResearch questionConversational and Dialogue-Based Recommendation
How can news conversational user interfaces (CUIs) be designed with higher interactivity and more human-like dialogue capabilities?helpResearch questionConversational and Dialogue-Based Recommendation
How do CUI role, conversational capability, and control allocation in news interaction affect user experience?helpResearch questionConversational and Dialogue-Based Recommendation
Which design methods can efficiently explore possibilities for future news conversational interfaces (CUIs)?helpResearch questionConversational and Dialogue-Based Recommendation
How can positive and negative natural language feedback be effectively combined in multimodal conversational recommendation systems?CUI '22Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback
helpResearch questionConversational and Dialogue-Based Recommendation
What respective impacts do positive and negative natural language feedback have on multimodal conversational recommendation performance?CUI '22Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback
helpResearch questionConversational and Dialogue-Based Recommendation
How do pretrained embeddings (e.g., BERT) and one-hot encoding perform in handling different types of feedback combinations?CUI '22Multimodal Conversational Fashion Recommendation with Positive and Negative Natural-Language Feedback
helpResearch questionConversational and Dialogue-Based Recommendation
How do the goals of conversational user interfaces (CUIs) and recommender systems (RecSys)—means versus ends—complement each other?CUI '22Unifying Recommender Systems and Conversational User Interfaces
helpResearch questionConversational and Dialogue-Based Recommendation
How can effective conversational recommender systems (CRSs) be designed by unifying CUIs and RecSys?CUI '22Unifying Recommender Systems and Conversational User Interfaces
helpResearch questionConversational and Dialogue-Based Recommendation
In CRSs, how can long-term user satisfaction with conversational experience and recommendation quality be evaluated?CUI '22Unifying Recommender Systems and Conversational User Interfaces
helpResearch questionConversational and Dialogue-Based Recommendation
How can conversational recommendation systems support users in exploring diverse music content?helpResearch questionConversational and Dialogue-Based Recommendation
How does system-initiated critique (SC) compare with user-initiated critique (UC) in exploration effectiveness?helpResearch questionConversational and Dialogue-Based Recommendation
What is the impact of different trigger modes on user experience in music recommendation?Related papers
CHI 2025
User Experience of LLM-based Recommendation Systems: A Case of Music Recommendation
Sojeong Yun, Youn-kyung Lim
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Toward Faceted Skill Recommendation in Intelligent Personal Assistants
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Identifying Breakdowns in Conversational Recommender Systems using User Simulation
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Conversations with the News: Co-speculation into Conversational Interactions with News Content
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Critiquing for Music Exploration in Conversational Recommender Systems
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