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Podcasts have emerged as a massively consumed online content, notably due to wider accessibility of production means and scaled distribution through large streaming platforms. Categorization systems and information access technologies…

信息检索 · 计算机科学 2022-01-13 Francisco B. Valero , Marion Baranes , Elena V. Epure

Rapidly growing online podcast archives contain diverse content on a wide range of topics. These archives form an important resource for entertainment and professional use, but their value can only be realized if users can rapidly and…

Podcasts provide highly diverse content to a massive listener base through a unique on-demand modality. However, limited data has prevented large-scale computational analysis of the podcast ecosystem. To fill this gap, we introduce a…

计算与语言 · 计算机科学 2025-12-22 Benjamin Litterer , David Jurgens , Dallas Card

Podcasts are spoken documents across a wide-range of genres and styles, with growing listenership across the world, and a rapidly lowering barrier to entry for both listeners and creators. The great strides in search and recommendation in…

Recommender systems are increasingly used to predict and serve content that aligns with user taste, yet the task of matching new users with relevant content remains a challenge. We consider podcasting to be an emerging medium with rapid…

Podcast recommendation is a growing area of research that presents new challenges and opportunities. Individuals interact with podcasts in a way that is distinct from most other media; and primary to our concerns is distinct from music…

机器学习 · 计算机科学 2020-09-09 Greg Benton , Ghazal Fazelnia , Alice Wang , Ben Carterette

The production of media content has undergone tremendous changes in recent years. Multiple daily content updates are just as common for some platforms as is processing the provided content specifically for their target audiences. Such…

多媒体 · 计算机科学 2024-07-30 Alexander Weller , Werner Bleisteiner , Christian Hufnagel , Michael Iber

Podcasts are a relatively new form of audio media. Episodes appear on a regular cadence, and come in many different formats and levels of formality. They can be formal news journalism or conversational chat; fiction or non-fiction. They are…

计算与语言 · 计算机科学 2020-12-08 Ann Clifton , Aasish Pappu , Sravana Reddy , Yongze Yu , Jussi Karlgren , Ben Carterette , Rosie Jones

Podcasts have become an increasingly popular medium for knowledge sharing within the software engineering (SE) community, offering insights into industry developments and the perspectives of professionals with different backgrounds. As this…

软件工程 · 计算机科学 2026-05-27 Marvin Wyrich , Marcos Kalinowski , Adolfo Neto , Sven Apel

Are others using software you've written in their research and citing it as you want it to be cited? Software can be cited in different ways, some good, and some not good at all for tracking and counting citations in indexers such as ADS…

天体物理仪器与方法 · 物理学 2022-12-27 Alice Allen

It remains unknown whether personalized recommendations increase or decrease the diversity of content people consume. We present results from a randomized field experiment on Spotify testing the effect of personalized recommendations on…

社会与信息网络 · 计算机科学 2020-03-19 David Holtz , Benjamin Carterette , Praveen Chandar , Zahra Nazari , Henriette Cramer , Sinan Aral

Podcasts have become daily companions for half a billion users. Given the enormous amount of podcast content available, highlights provide a valuable signal that helps viewers get the gist of an episode and decide if they want to invest in…

计算与语言 · 计算机科学 2025-09-09 Younghan Park , Anuj Diwan , David Harwath , Eunsol Choi

Podcasts are a popular medium on the web, featuring diverse and multilingual content that often includes unverified claims. Fact-checking podcasts is a challenging task, requiring transcription, annotation, and claim verification, all while…

计算与语言 · 计算机科学 2025-02-04 Vinay Setty , Adam James Becker

Video podcast teasers are short videos that can be shared on social media platforms to capture interest in the full episodes of a video podcast. These teasers enable long-form podcasters to reach new audiences and gain new followers.…

人机交互 · 计算机科学 2024-05-10 Sitong Wang , Zheng Ning , Anh Truong , Mira Dontcheva , Dingzeyu Li , Lydia B. Chilton

Establishing a good information retrieval system in popular mediums of entertainment is a quickly growing area of investigation for companies and researchers alike. We delve into the domain of information retrieval for podcasts. In…

信息检索 · 计算机科学 2021-03-09 Abheesht Sharma , Harshit Pandey

Recommender systems (RS) commonly retrieve potential candidate items for users from a massive number of items by modeling user interests based on historical interactions. However, historical interaction data is highly sparse, and most items…

信息检索 · 计算机科学 2023-01-18 Ziwei Fan , Alice Wang , Zahra Nazari

Podcast summary, an important factor affecting end-users' listening decisions, has often been considered a critical feature in podcast recommendation systems, as well as many downstream applications. Existing abstractive summarization…

计算与语言 · 计算机科学 2020-08-27 Chujie Zheng , Harry Jiannan Wang , Kunpeng Zhang , Ling Fan

News podcasts are a popular medium to stay informed and dive deep into news topics. Today, most podcasts are handcrafted by professionals. In this work, we advance the state-of-the-art in automatically generated podcasts, making use of…

人机交互 · 计算机科学 2022-02-16 Philippe Laban , Elicia Ye , Srujay Korlakunta , John Canny , Marti A. Hearst

Podcast episodes often contain material extraneous to the main content, such as advertisements, interleaved within the audio and the written descriptions. We present classifiers that leverage both textual and listening patterns in order to…

计算与语言 · 计算机科学 2021-06-15 Sravana Reddy , Yongze Yu , Aasish Pappu , Aswin Sivaraman , Rezvaneh Rezapour , Rosie Jones

In a perfect world, all articles consistently contain sufficient metadata to describe the resource. We know this is not the reality, so we are motivated to investigate the evolution of the metadata that is present when authors and…

数字图书馆 · 计算机科学 2022-01-19 Shawn M. Jones , Valentina Neblitt-Jones , Michele C. Weigle , Martin Klein , Michael L. Nelson
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