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SIGIR 2019 Workshop on eCommerce
Call For Papers
SIGIR eCom is a full day workshop taking place on Thursday, July 25, 2019 in conjunction with SIGIR 2019 in Paris, France.
Workshop website: https://sigir-ecom.github.io/
Important Dates:
Submissions Due - May 17, 2019
Notification - May 31, 2019
Camera Ready Version of Papers Due - June 14, 2019
SIGIR eCom Full day Workshop - July 25, 2019
The SIGIR Workshop on eCommerce will serve as a platform for publication and discussion of Information Retrieval and NLP research & their applications in the domain of eCommerce. This workshop will bring together practitioners and researchers from academia and industry to discuss the challenges and approaches to product search and recommendation in eCommerce.
We invite quality research contributions, position and opinion papers addressing relevant challenges in the domain of eCommerce.
We invite submission of papers and posters of two to ten pages (including references), representing original research, preliminary research results, proposals for new work, position and opinion papers. All submitted papers and posters will be single-blind and will be peer reviewed by an international program committee of researchers of high repute. Accepted submissions will be presented at the workshop.
Topics of interest include, but are not limited to:
* Machine learning techniques such as online learning and deep learning for eCommerce applications
* Semantic representation for users, products and services & Semantic understanding of queries
* Structured data and faceted search, for example, converting unstructured data to its structured form
* The use of domain specific facets in search and other IR tasks, and how those facets are chosen
* Query intent, suggestion, and auto-completion
* Temporal dynamics for Search and Recommendation
* Models for relevance and ranking for multi-faceted entities
* Recall-oriented search for eCommerce including deterministic sorting of results lists (e.g. price low to high)
* Click models for eCommerce domain
* Session aware, and session oriented search and recommendation
* Construction and use of knowledge graphs, and ontologies for search and recommendations
* Personalization & contextualization, and the use of personal facets such as age, gender, location etc.
* Indexing and search in a rapidly changing environment (for example, an auction site)
* Efficiency and scalability
* Diversity in product search and recommendations
* Strategies for resolving extremely low (or no) recall queries
* The use of external features such as reviews and ratings in ranking
* User interfaces (mobile, desktop, voice, etc.) and personalization
* Reviews and sentiment analysis
* The use of social signals in ranking and beyond
* The balance between business requirements and user requirements (revenue vs relevance)
* Trust and security
* Live experimentation
* Questions and answering, chat bots for eCommerce
* Cross-Lingual search and machine translation
* Fashion eCommerce
* Conversational commerce: shopping using voice assistants such as Amazon Alexa and Google Now
* Resources and data sets
Data/ Resource Track:
In order to promote academic research in the eCommerce domain, we plan to accept a small number of high quality dataset contributions. These submissions should be accompanied by a clear and detailed description of the dataset, some potential questions and applications that arise from it. Preliminary empirical investigations conveying any insight about the data will increase the quality of the submission.
Submission Instructions:
All papers will be peer reviewed (single-blind) by the program committee and judged by their relevance to the workshop, especially to the main themes identified above, and their potential to generate discussion.
All submissions must be formatted according to the latest ACM SIG proceedings template available at
http://www.acm.org/publications/proceedings-template (LaTeX users use sample-sigconf.tex as a template).
Submissions must describe work that is not previously published, not accepted for publication elsewhere, and not currently under review elsewhere. All submissions must be in English.
Please note that at least one of the authors of each accepted paper must register for the workshop and present the paper in-person.
Submissions to SIGIR eCom should be made at https://easychair.org/conferences/?conf=ecom19
The deadline for paper submission is May 17, 2019
ORGANIZERS:
Jon Degenhardt eBay inc., USA
Surya Kallumadi The Home Depot, USA
Utkarsh Porwal eBay inc., USA
Andrew Trotman University of Otago, NZ
Contact: Please direct all your queries to [email protected] for help.
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