{"title":"Modeling Activity-Driven Music Listening with PACE","authors":"Lilian Marey, Bruno Sguerra, Manuel Moussallam","doi":"10.1145/3627508.3638299","DOIUrl":"https://doi.org/10.1145/3627508.3638299","url":null,"abstract":"While the topic of listening context is widely studied in the literature of music recommender systems, the integration of regular user behavior is often omitted. In this paper, we propose PACE (PAttern-based user Consumption Embedding), a framework for building user embeddings that takes advantage of periodic listening behaviors. PACE leverages users' multichannel time-series consumption patterns to build understandable user vectors. We believe the embeddings learned with PACE unveil much about the repetitive nature of user listening dynamics. By applying this framework on long-term user histories, we evaluate the embeddings through a predictive task of activities performed while listening to music. The validation task's interest is two-fold, while it shows the relevance of our approach, it also offers an insightful way of understanding users' musical consumption habits.","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"29 1","pages":"346-351"},"PeriodicalIF":0.0,"publicationDate":"2024-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141021489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Decoding Distress: How Search Engine Data Reveals Socioeconomic Disparities in Mental Health","authors":"Hengyi Fu","doi":"10.1145/3627508.3638323","DOIUrl":"https://doi.org/10.1145/3627508.3638323","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"39 6","pages":"328-333"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140254922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Johannes Kruse, Lien Michiels, Alain Starke, N. Tintarev, Sanne Vrijenhoek
{"title":"NORMalize: A Tutorial on the Normative Design and Evaluation of Information Access Systems","authors":"Johannes Kruse, Lien Michiels, Alain Starke, N. Tintarev, Sanne Vrijenhoek","doi":"10.1145/3627508.3638319","DOIUrl":"https://doi.org/10.1145/3627508.3638319","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"1 3","pages":"422-424"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Katriina Byström, Sanna Kumpulainen, Nils Pharo, I. Ruthven
{"title":"The concept of information need and its operationalization in CHIIR research","authors":"Katriina Byström, Sanna Kumpulainen, Nils Pharo, I. Ruthven","doi":"10.1145/3627508.3638290","DOIUrl":"https://doi.org/10.1145/3627508.3638290","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"11 5","pages":"431-432"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mixed Reality Interaction Enhanced by Whiteboard for Product Search","authors":"Yuya Tsuda, Takehiro Yamamoto, Hiroaki Ohshima","doi":"10.1145/3627508.3638346","DOIUrl":"https://doi.org/10.1145/3627508.3638346","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"19 8","pages":"396-400"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140396305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"QookA: A Cooking Question Answering Dataset","authors":"Alexander Frummet, David Elsweiler","doi":"10.1145/3627508.3638311","DOIUrl":"https://doi.org/10.1145/3627508.3638311","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"18 1‐6","pages":"406-410"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255182","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Peide Zhu, A. Câmara, Nirmal Roy, David Maxwell, C. Hauff
{"title":"On the Effects of Automatically Generated Adjunct Questions for Search as Learning","authors":"Peide Zhu, A. Câmara, Nirmal Roy, David Maxwell, C. Hauff","doi":"10.1145/3627508.3638332","DOIUrl":"https://doi.org/10.1145/3627508.3638332","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"1 1","pages":"266-277"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255305","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
O. Hoeber, Abbas Pirmoradi Bezanjani, Sebastian Gomes, Baran Erfani, Zakiyyah Noorally, Yug Shah
{"title":"Visual Keyword/Result Linking: Using Interaction to Dynamically Reveal Relationships","authors":"O. Hoeber, Abbas Pirmoradi Bezanjani, Sebastian Gomes, Baran Erfani, Zakiyyah Noorally, Yug Shah","doi":"10.1145/3627508.3638307","DOIUrl":"https://doi.org/10.1145/3627508.3638307","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"7 5","pages":"66-76"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Why Do Customers Return Products? Using Customer Reviews to Predict Product Return Behaviors","authors":"Hao-Fei Cheng, Eyal Krikon, Vanessa Murdock","doi":"10.1145/3627508.3638326","DOIUrl":"https://doi.org/10.1145/3627508.3638326","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"72 5","pages":"12-22"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140254885","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"UnExplored FrontCHIIRs: A Workshop Exploring Future Directions for Information Access","authors":"Adam Roegiest, Johanne Trippas","doi":"10.1145/3627508.3638302","DOIUrl":"https://doi.org/10.1145/3627508.3638302","url":null,"abstract":"","PeriodicalId":220434,"journal":{"name":"Conference on Human Information Interaction and Retrieval","volume":"43 4","pages":"436-437"},"PeriodicalIF":0.0,"publicationDate":"2024-03-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140255233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}