Dear Author, We invite you to submit your work to our *International Workshop on Interactive and Scalable Information Retrieval methods for E-Commerce (ISIR-eCom 2025). * Here are the details: *ISIR-eCom* will be held in conjunctions with *ICDM 2025 - Washington DC on 12th Nov 2025. * For more details Visit - https://isir-ecom.github.io/ *Key dates:* [image: 📢]Submission Deadline: Sept 19, 2025 [image: ✅]Acceptance Notification: Sept 24, 2025 [image: 📝]Camera-Ready Due: Oct 25, 2025 All submission deadlines are end-of-day in the Anywhere on Earth (AoE) time zone. *SUMMARY* 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 in PDF format according to the latest he IEEE 2-column format (https://www.ieee.org/conferences/publishing/templates.html). 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. We invite researchers to contribute as full research papers and/or short papers. Full workshop papers should not exceed 10 pages in length and short papers must be up to 5 pages. Submissions to ISIR-eCom 2024 workshop should be made through *cyberchair system.* <https://wi-lab.com/cyberchair/2025/icdm25/scripts/ws_submit.php?subarea=S> * 1. Go to the cyberchair system. <https://wi-lab.com/cyberchair/2025/icdm25/scripts/ws_submit.php?subarea=S> 2. Click on "10. The 4th International Workshop on Interactive and Scalable Information Retrieval methods for E-Commerce (ISIR-eCom 2025)" 3. Click on "Submit a New Paper" 4. Fill-in the information and upload the submission in above mentioned format.* All accepted papers will be part of special ICDM proceeding and will be available in IEEE online library. Feel free to concat me for more details or questions. Best, *-- Organizers, ISIR-eCom 2024.*