# Blog > Source: https://www.recombee.com/blog > For the complete site index, see [llms.txt](/llms.txt). To integrate Recombee, see the developer documentation at https://docs.recombee.com/llms.txt. # Blog ## We Develop Global Recommendation Service and Share Our Insights Here [All](https://www.recombee.com/blog) [Recommendation Engine](https://www.recombee.com/blog/recommendation-engine) [Personalization](https://www.recombee.com/blog/personalization) [Integrations](https://www.recombee.com/blog/integrations) [New Features](https://www.recombee.com/blog/new-features) [Partnerships](https://www.recombee.com/blog/partnerships) [Company News](https://www.recombee.com/blog/company-news) [![](https://www.recombee.com/img/blog/new-feature-ab-testing.png)](https://www.recombee.com/blog/new-feature-ab-testing) ### [New Feature: A/B Testing](https://www.recombee.com/blog/new-feature-ab-testing) Personalization is never finished. Every change to your recommendation strategy raises new questions. Should you boost fresh content? Change used Logic? Introduce new filters? ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Aug 14, 2026 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/mid-year-roundup-2026-so-far.png)](https://www.recombee.com/blog/mid-year-roundup-2026-so-far) ### [Mid-Year Roundup: 2026 So Far](https://www.recombee.com/blog/mid-year-roundup-2026-so-far) The digital world continues to change at an incredible pace. As technology evolves and user expectations keep rising, creating experiences that feel relevant has never been more important. ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Jul 20, 2026 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/a-2025-research-retrospective.png)](https://www.recombee.com/blog/a-2025-research-retrospective) ### [A 2025 Research Retrospective](https://www.recombee.com/blog/a-2025-research-retrospective) In 2025, I became Head of Research at Recombee. I knew it would be a challenge: and I wasn’t wrong. Recombee is a leader in recommendation-as-a-service, with thousands of clients... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Jan 29, 2026 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/looking-back-at-2025.png)](https://www.recombee.com/blog/looking-back-at-2025) ### [Looking Back at 2025](https://www.recombee.com/blog/looking-back-at-2025) 2025 marked 10 years of Recombee. A decade of building personalization from first principles, shaped by research, real-world deployments, and close collaboration with partners across industries. ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Jan 20, 2026 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/product-highlights-from-2025.png)](https://www.recombee.com/blog/product-highlights-from-2025) ### [Product Highlights from 2025](https://www.recombee.com/blog/product-highlights-from-2025) In 2025, we focused on making advanced personalization easier to implement, scale, and maintain across products and platforms. Here’s a look at the key product updates we released last year. ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Jan 08, 2026 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/ai-news-and-outlook-for-2026.png)](https://www.recombee.com/blog/ai-news-and-outlook-for-2026) ### [AI News and Outlook for 2026](https://www.recombee.com/blog/ai-news-and-outlook-for-2026) Here’s what caught my attention in AI research lately, and where things might be heading in 2026\. After 25+ years in this field, the pace has gotten hard to keep up with. I’m trying to make sense of... ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Dec 17, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/recombee-partners-with-the-telegraph-to-deliver-ai-driven-personalisation-to-millions-of-readers.png)](https://www.recombee.com/blog/recombee-partners-with-the-telegraph-to-deliver-ai-driven-personalisation-to-millions-of-readers) ### [Recombee Partners with The Telegraph to Deliver AI-Driven Personalisation to Millions of Readers](https://www.recombee.com/blog/recombee-partners-with-the-telegraph-to-deliver-ai-driven-personalisation-to-millions-of-readers) Prague, 11th September 2025 – Recombee, a leading AI-powered recommendation platform, has announced a strategic partnership with The Telegraph... ![](https://www.recombee.com/img/blog/authors/recombee.png) Recombee Oct 02, 2025 Company News [![](https://www.recombee.com/img/blog/modern-recommender-systems-part-3-objectives.png)](https://www.recombee.com/blog/modern-recommender-systems-part-3-objectives) ### [Modern Recommender Systems - Part 3: Objectives](https://www.recombee.com/blog/modern-recommender-systems-part-3-objectives) Learning objectives of recommender systems and personalized search. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Sep 03, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/the-building-blocks-of-privacy-friendly-personalization.png)](https://www.recombee.com/blog/the-building-blocks-of-privacy-friendly-personalization) ### [The Building Blocks of Privacy-Friendly Personalization](https://www.recombee.com/blog/the-building-blocks-of-privacy-friendly-personalization) Personalization can be achieved without compromising user privacy. While many personalization systems have historically relied on practices now considered intrusive, like... ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Aug 07, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/no-code-search-widget-personalized-powerful-effortless.png)](https://www.recombee.com/blog/no-code-search-widget-personalized-powerful-effortless) ### [No-Code Search Widget: Personalized, Powerful, Effortless](https://www.recombee.com/blog/no-code-search-widget-personalized-powerful-effortless) At Recombee, we don't just excel at recommendations – we provide powerful full-text search capabilities too. Our Quick, No-Code Search Widget exemplifies this, offering a seamless... ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Jul 25, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/how-regionalization-based-recommendations-can-improve-your-operations.png)](https://www.recombee.com/blog/how-regionalization-based-recommendations-can-improve-your-operations) ### [How Regionalization-Based Recommendations Can Improve Your Operations](https://www.recombee.com/blog/how-regionalization-based-recommendations-can-improve-your-operations) From ancient trade routes to modern urban planning, geography has consistently shaped human decisions and opportunities. Today, in the world of online business and personalized recommendations... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Jul 18, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/shield-the-universal-framework-making-ai-search-safer-for-everyone.png)](https://www.recombee.com/blog/shield-the-universal-framework-making-ai-search-safer-for-everyone) ### [SHIELD: The Universal Framework Making AI Search Safer for Everyone](https://www.recombee.com/blog/shield-the-universal-framework-making-ai-search-safer-for-everyone) Imagine searching for "glass tubing" and getting recommendations for drug manufacturing equipment. As AI-powered search becomes ubiquitous — from online marketplaces to social networks... ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Jun 24, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/making-recommendations-fairer-a-new-way-to-guarantee-exposure-for-all.png)](https://www.recombee.com/blog/making-recommendations-fairer-a-new-way-to-guarantee-exposure-for-all) ### [Making Recommendations Fairer: A New Way to Guarantee Exposure for All](https://www.recombee.com/blog/making-recommendations-fairer-a-new-way-to-guarantee-exposure-for-all) As recommender systems become more widespread across digital platforms, concerns around fairness are coming to the forefront. Standard relevance-based ranking techniques, while effective... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Apr 29, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/2025-sneak-peek.png)](https://www.recombee.com/blog/2025-sneak-peek) ### [2025 Sneak Peek](https://www.recombee.com/blog/2025-sneak-peek) This year is already off to an exciting start, and we’re rolling out new tools to improve efficiency and optimize recommendations. Here’s what’s available and what’s coming next. ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Mar 19, 2025 Recommendation Engine New Features [![](https://www.recombee.com/img/blog/build-vs-buy-deciding-the-best-approach-for-your-recommender-system.png)](https://www.recombee.com/blog/build-vs-buy-deciding-the-best-approach-for-your-recommender-system) ### [Build vs. Buy: Deciding the Best Approach for Your Recommender System](https://www.recombee.com/blog/build-vs-buy-deciding-the-best-approach-for-your-recommender-system) When it comes to deciding between buying a recommender system and building one from scratch, the choice isn’t always straightforward. Both options come with their own set of pros and cons... ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova & Ondrej Fiedler Mar 14, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/are-you-here-to-stay-unraveling-the-dynamics-of-stable-and-curious-audiences-in-web-systems.png)](https://www.recombee.com/blog/are-you-here-to-stay-unraveling-the-dynamics-of-stable-and-curious-audiences-in-web-systems) ### [Are You Here to Stay? Unraveling the Dynamics of Stable and Curious Audiences in Web Systems](https://www.recombee.com/blog/are-you-here-to-stay-unraveling-the-dynamics-of-stable-and-curious-audiences-in-web-systems) Why do influencers frequently request their subscribers to enable all notifications for their channels? This practice stems from their awareness that not all subscribers are regular... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Mar 03, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/recombee-research-2024.png)](https://www.recombee.com/blog/recombee-research-2024) ### [Recombee Research 2024](https://www.recombee.com/blog/recombee-research-2024) Recombee has always been deeply connected to academia, with four of our six co-founders holding Ph.D. degrees. Over the years, our investment in research has grown alongside our company and the increasing demand for advanced features in the market. ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Feb 23, 2025 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/key-trends-in-news-and-media-for-2025-and-the-role-of-ai-powered-solutions.png)](https://www.recombee.com/blog/key-trends-in-news-and-media-for-2025-and-the-role-of-ai-powered-solutions) ### [Key Trends in News & Media for 2025 and the Role of AI-Powered Solutions](https://www.recombee.com/blog/key-trends-in-news-and-media-for-2025-and-the-role-of-ai-powered-solutions) The way news is produced, delivered, and consumed keeps shifting, and as we move through 2025, a few big changes have become impossible to ignore. ![](https://www.recombee.com/img/blog/authors/annapetr.png) Gabriela Takacova & Violeta Milarova Feb 20, 2025 Personalization [![](https://www.recombee.com/img/blog/2024-wrap-up.png)](https://www.recombee.com/blog/2024-wrap-up) ### [2024 Wrap-Up](https://www.recombee.com/blog/2024-wrap-up) As we wrap up 2024, let’s take a moment to celebrate the milestones we’ve achieved together. Your collaboration and feedback have been at the heart of our progress. Here’s a quick recap of last year’s highlights. ![](https://www.recombee.com/img/blog/authors/annapetr.png) Violeta Milarova Jan 27, 2025 New Features Personalization [![](https://www.recombee.com/img/blog/celestial-tiger-entertainment-launches-new-chinese-movie-app-cmgo-with-diagnal.png)](https://www.diagnal.com/cmgo/) ### [Celestial Tiger Entertainment launches new Chinese Movie app, CMGO, with DIAGNAL](https://www.diagnal.com/cmgo/) With Recombee’s AI-powered recommendation engine working with DIAGNAL Enhance, CMGO serves up personalised experiences for each viewer, driving engagement for the service. ![](https://www.recombee.com/img/blog/authors/diagnal.png) Diagnal Nov 14, 2024 Personalization Partnerships [![](https://www.recombee.com/img/blog/introducing-beeformer-a-framework-for-training-foundational-models-for-recommender-systems.png)](https://www.recombee.com/blog/introducing-beeformer-a-framework-for-training-foundational-models-for-recommender-systems) ### [Introducing beeFormer: A Framework for Training Foundational Models for Recommender Systems](https://www.recombee.com/blog/introducing-beeformer-a-framework-for-training-foundational-models-for-recommender-systems) In the fast-evolving world of recommender systems, understanding both how users interact with content and the actual content itself is crucial. Many existing recommender systems struggle to balance these two aspects... ![](https://www.recombee.com/img/blog/authors/vojtechvancura.png) Vojtech Vancura Oct 15, 2024 New Features Recommendation Engine [![](https://www.recombee.com/img/blog/video-recommendations-made-easy-integrating-axinom-mosaic-with-recombee.png)](https://www.axinom.com/webinar/video-backends-with-recommendations) ### [Video Recommendations Made Easy: Integrating Axinom Mosaic with Recombee](https://www.axinom.com/webinar/video-backends-with-recommendations) In this webinar we look into building a data-driven video backend geared towards personalized video recommendations, integration with Axinom Mosaic, and how to transform user experiences on streaming platforms. ![](https://www.recombee.com/img/blog/authors/grigorygrin.png) Grigory Grin (Axinom) Sep 09, 2024 Personalization Partnerships [![](https://www.recombee.com/img/blog/insights-the-next-level-of-analytics-in-recombee-ui.png)](https://www.recombee.com/blog/insights-the-next-level-of-analytics-in-recombee-ui) ### [Insights: The Next Level of Analytics in Recombee UI](https://www.recombee.com/blog/insights-the-next-level-of-analytics-in-recombee-ui) Insights, the analytics section of our Admin UI, offers various predefined and fully customizable reports to track recommended items and how users interact with these recommendations. ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler May 09, 2024 New Features Recommendation Engine [![](https://www.recombee.com/img/blog/recombee-partners-with-axinom-to-enhance-video-streaming-experiences.png)](https://www.recombee.com/blog/recombee-partners-with-axinom-to-enhance-video-streaming-experiences) ### [Recombee Partners With Axinom to Enhance Video Streaming Experiences](https://www.recombee.com/blog/recombee-partners-with-axinom-to-enhance-video-streaming-experiences) This collaboration is set to introduce a new era of personalized and engaging digital user experiences. ![](https://www.recombee.com/img/blog/authors/janvaluch.png) Jan Valuch Mar 20, 2024 Partnerships Personalization [![](https://www.recombee.com/img/blog/elevate-your-personalization-strategy-with-recombees-innovative-features.png)](https://www.recombee.com/blog/elevate-your-personalization-strategy-with-recombees-innovative-features) ### [Elevate Your Personalization Strategy with Recombee's Innovative Features](https://www.recombee.com/blog/elevate-your-personalization-strategy-with-recombees-innovative-features) The digital landscape and customer preferences and behavior are changing faster than ever now. To help our clients stay on top of the game, our team has focused on developing innovative features... ![](https://www.recombee.com/img/blog/authors/janvaluch.png) Jan Valuch Mar 13, 2024 New Features Recommendation Engine [![](https://www.recombee.com/img/blog/modern-recommender-systems-part-2-data.png)](https://www.recombee.com/blog/modern-recommender-systems-part-2-data) ### [Modern Recommender Systems - Part 2: Data](https://www.recombee.com/blog/modern-recommender-systems-part-2-data) Data used by modern recommenders and how we can measure progress towards goals. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Mar 07, 2024 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/recombee-real-time-ai-recommendations-as-the-new-destination-in-segment.png)](https://www.recombee.com/blog/recombee-real-time-ai-recommendations-as-the-new-destination-in-segment) ### [Recombee Real-Time AI Recommendations as the New Destination in Segment](https://www.recombee.com/blog/recombee-real-time-ai-recommendations-as-the-new-destination-in-segment) Segment has enabled its users to enjoy Recombee personalization services without the need to leave their platform and with minimum coding involved. With a few simple clicks, domains using Segment can upgrade their services to maximize the digital experience for their customers. ![](https://www.recombee.com/img/blog/authors/adelasloupenska.png) Adela Sloupenska Mar 05, 2024 Personalization Integrations Partnerships [![](https://www.recombee.com/img/blog/is-this-comment-useful-enhancing-personalized-recommendations-by-considering-user-rating-uncertainty.png)](https://www.recombee.com/blog/is-this-comment-useful-enhancing-personalized-recommendations-by-considering-user-rating-uncertainty) ### [Is This Comment Useful? Enhancing Personalized Recommendations by Considering User Rating Uncertainty](https://www.recombee.com/blog/is-this-comment-useful-enhancing-personalized-recommendations-by-considering-user-rating-uncertainty) Picture this: you're on the hunt for the perfect new smartphone, browsing through your favourite online electronics store. The online store’s recommendation engine pops up with what it thinks could be your possible next gadget love... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Mar 01, 2024 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/recombeelabs-2023-research-publications.png)](https://www.recombee.com/blog/recombeelabs-2023-research-publications) ### [Recombeelab's 2023 Research Publications](https://www.recombee.com/blog/recombeelabs-2023-research-publications) Recombeelab, a joint research laboratory of Recombee and the Faculty of Information Technology at the Czech Technical University in Prague, experienced a highly productive year in 2023, publishing a series of insightful and impactful papers in the field of recommendation systems. ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Jan 19, 2024 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/ai-news-and-outlook-for-2024.png)](https://www.recombee.com/blog/ai-news-and-outlook-for-2024) ### [AI News and Outlook for 2024](https://www.recombee.com/blog/ai-news-and-outlook-for-2024) We look at the most interesting research directions and assess the state of knowledge in key areas of AI. We'll also estimate future developments in 2024 so you know what to prepare for. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Jan 16, 2024 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/ai-assistants-know-your-preferences-even-better-than-you-do.png)](https://www.recombee.com/blog/ai-assistants-know-your-preferences-even-better-than-you-do) ### [AI Assistants Know Your Preferences, Even Better Than You Do](https://www.recombee.com/blog/ai-assistants-know-your-preferences-even-better-than-you-do) Recommender systems and ethical controversies ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Nov 23, 2023 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/the-ai-revolution-in-the-media-industry.png)](https://www.recombee.com/blog/the-ai-revolution-in-the-media-industry) ### [The AI (R)Evolution in the Media Industry](https://www.recombee.com/blog/the-ai-revolution-in-the-media-industry) In today's digital age, personalization has become the cornerstone of the media industry. Whether it's tailoring content recommendations, refining marketing strategies, or enhancing user experiences... ![](https://www.recombee.com/img/blog/authors/annapetr.png) Anna Dolezelova & Petr Popov Oct 23, 2023 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/modern-recommender-systems-part-1-introduction.png)](https://www.recombee.com/blog/modern-recommender-systems-part-1-introduction) ### [Modern Recommender Systems - Part 1: Introduction](https://www.recombee.com/blog/modern-recommender-systems-part-1-introduction) How machine learning methods simplify item discovery and search. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Apr 17, 2023 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/explaining-recommender-systems-to-product-owners.png)](https://pavelkordik.substack.com/p/explaining-recommender-systems-to) ### [Explaining Recommender Systems to Product Owners](https://pavelkordik.substack.com/p/explaining-recommender-systems-to) In my presentation at the Data Technology Seminar organized by the European Broadcasting Union, I have focused on demonstrating that recommender systems can actually help public media organizations to better fulfill their role in society and reduce content distribution biases. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Mar 27, 2023 Personalization Recommendation Engine [![](https://www.recombee.com/img/blog/inductive-matrix-completion-how-to-improve-recommendations-for-cold-start-users-and-items-by-incorporating-their-attributes.png)](https://www.recombee.com/blog/inductive-matrix-completion-how-to-improve-recommendations-for-cold-start-users-and-items-by-incorporating-their-attributes) ### [Inductive Matrix Completion: How to Improve Recommendations for Cold Start Users and Items by Incorporating Their Attributes](https://www.recombee.com/blog/inductive-matrix-completion-how-to-improve-recommendations-for-cold-start-users-and-items-by-incorporating-their-attributes) Matrix completion (MC), the problem of recovering the missing entries of a partially observed matrix, has found use in a wide range of domains. Still, its potentially most successful application is as a collaborative filtering technique for recommender systems (RSs)... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Mar 20, 2023 Personalization Recommendation Engine [![](https://www.recombee.com/img/blog/breaking-the-news-the-role-of-ai-in-modern-journalism.png)](https://www.recombee.com/blog/breaking-the-news-the-role-of-ai-in-modern-journalism) ### [Breaking the News: The Role of AI in Modern Journalism](https://www.recombee.com/blog/breaking-the-news-the-role-of-ai-in-modern-journalism) Artificial Intelligence (AI) has rapidly transformed the media industry in recent years. From automated news production to trend analysis and personalized content recommendations, AI has brought significant changes to the way media is created, distributed, and consumed. ![](https://www.recombee.com/img/blog/authors/tanalancova.png) Tana Lancova Mar 14, 2023 Recommendation Engine Personalization [![](https://www.recombee.com/img/blog/innovative-personalization-features-for-2023.png)](https://www.recombee.com/blog/innovative-personalization-features-for-2023) ### [Innovative Personalization Features for 2023](https://www.recombee.com/blog/innovative-personalization-features-for-2023) The digital world is changing; users' expectations for personalization are increasing, and our Recombee features are continuously improving. One of our focuses is to support our clients in providing the best possible user experiences... ![](https://www.recombee.com/img/blog/authors/gabrielatakacova.png) Gabriela Takacova Feb 17, 2023 New Features Recommendation Engine [![](https://www.recombee.com/img/blog/recombee-item-segmentations.png)](https://www.recombee.com/blog/recombee-item-segmentations) ### [Recombee Item Segmentations](https://www.recombee.com/blog/recombee-item-segmentations) Item Segmentations are Recombee's original and elegant solution to various advanced tasks related to hierarchical and relational data. The feature provides a flexible way to group items (products or pieces of content) into segments... ![](https://www.recombee.com/img/blog/authors/tomasrehorek.png) Tomas Rehorek Jan 11, 2023 New Features Recommendation Engine [![](https://www.recombee.com/img/blog/bandit-models-exploiting-popularity-and-curiosity-to-recommend-trending-content.png)](https://www.recombee.com/blog/bandit-models-exploiting-popularity-and-curiosity-to-recommend-trending-content) ### [Bandit Models: Exploiting Popularity and Curiosity to Recommend Trending Content](https://www.recombee.com/blog/bandit-models-exploiting-popularity-and-curiosity-to-recommend-trending-content) Humans are inherently curious. In fact, curiosity is linked to the evolution of humankind. For instance, according to famous historian Yuval Noah Harari in his bestseller book "Sapiens", our language skills evolved as a way of gossiping... ![](https://www.recombee.com/img/blog/authors/rodrigoalves.png) Rodrigo Alves Oct 16, 2022 Recommendation Engine [![](https://www.recombee.com/img/blog/keeping-up-with-digital-media-convergence.png)](https://www.recombee.com/blog/keeping-up-with-digital-media-convergence) ### [Keeping Up With Digital Media Convergence](https://www.recombee.com/blog/keeping-up-with-digital-media-convergence) At Recombee, we felt the transition within the media industry accelerated by the pandemic. OTT and CTV consumption ballooned at a significant rate. ![](https://www.recombee.com/img/blog/authors/annadolezelova.png) Anna Dolezelova Oct 8, 2022 Personalization [![](https://www.recombee.com/img/blog/recombee-in-e-mail-marketing-a-partner-success-story-with-ryzeo.png)](https://www.recombee.com/blog/recombee-in-e-mail-marketing-a-partner-success-story-with-ryzeo) ### [Recombee in E-mail Marketing: A Partner Success Story with Ryzeo](https://www.recombee.com/blog/recombee-in-e-mail-marketing-a-partner-success-story-with-ryzeo) Do you feel there is a potential to increase your success with customers through an efficient recommender engine? You're highly likely right. Adding a recommender service to your emailing campaigns gives each client tailored product recommendations in all of their emails. ![](https://www.recombee.com/img/blog/authors/russellmiller.png) Russell Miller (Ryzeo) Oct 5, 2022 Partnerships [![](https://www.recombee.com/img/blog/how-we-are-using-ai-to-power-content-recommendations.png)](https://revium.com.au/blog/how-we-are-using-ai-to-power-content-recommendations) ### [How We Are Using AI to Power Content Recommendations](https://revium.com.au/blog/how-we-are-using-ai-to-power-content-recommendations) In this article we walk you through how we are using the AI recommendation engine Recombee embedded in our headless CMS StoryBlok to drive content recommendations throughout our own website. ![](https://www.recombee.com/img/blog/authors/revium.png) Revium Sep 30, 2022 Partnerships [![](https://www.recombee.com/img/blog/repsys-opensource-library-for-interactive-evaluation-of-recommendation-systems.png)](https://www.recombee.com/blog/repsys-opensource-library-for-interactive-evaluation-of-recommendation-systems) ### [Visual and Interactive Evaluation of Recommender Systems](https://www.recombee.com/blog/repsys-opensource-library-for-interactive-evaluation-of-recommendation-systems) When building modern real-world artificial intelligence systems, it is increasingly important to validate that the system works correctly. This is however not an easy task. Existing tools for machine learning practitioners... ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Sep 19, 2022 Recommendation Engine [![](https://www.recombee.com/img/blog/real-time-personalization-of-content-with-ai-powered-recommendations.png)](https://www.recombee.com/blog/real-time-personalization-of-content-with-ai-powered-recommendations) ### [Real-Time Personalization of Content With AI-Powered Recommendations](https://www.recombee.com/blog/real-time-personalization-of-content-with-ai-powered-recommendations) Do you manage a publishing company, online gaming platform, or a streaming site with a content-heavy catalog and are thinking about how to improve the user experience? ![](https://www.recombee.com/img/blog/authors/karenharazimova.png) Karen Harazimova Sep 16, 2022 Personalization [![](https://www.recombee.com/img/blog/ai-powered-content-recommendations-with-a-headless-cms.png)](https://www.luminary.com/blog/ai-content-recommendations-headless-cms-recombee) ### [AI-Powered Content Recommendations With a Headless CMS](https://www.luminary.com/blog/ai-content-recommendations-headless-cms-recombee) Thanks to its API-first nature, it is quite straightforward to integrate your headless CMS with the most powerful AI-powered content recommendations available on the market. Luminary just did that with their own website, Kontent.ai and Recombee. ![](https://www.recombee.com/img/blog/authors/andythompson.png) Andy Thompson (Luminary) Aug 31, 2022 Partnerships [![](https://www.recombee.com/img/blog/making-linear-autoencoders-work-for-large-scale-recommendation-systems.png)](https://www.recombee.com/blog/making-linear-autoencoders-work-for-large-scale-recommendation-systems) ### [Making Linear Autoencoders Work for Large Scale Recommendation Systems](https://www.recombee.com/blog/making-linear-autoencoders-work-for-large-scale-recommendation-systems) Linear autoencoders for collaborative filtering in recommender systems are simple and surprisingly accurate as we explained in our blogpost on how linear methods work. The critical disadvantage of methods like EASE is that they are not applicable to real-world problems... ![](https://www.recombee.com/img/blog/authors/vojtechvancura.png) Vojtech Vancura Aug 29, 2022 Recommendation Engine [![](https://www.recombee.com/img/blog/new-features-for-a-better-personalization-experience.png)](https://www.recombee.com/blog/new-features-for-a-better-personalization-experience) ### [New Features for a Better Personalization Experience](https://www.recombee.com/blog/new-features-for-a-better-personalization-experience) Like most of the world, the majority of 2021 was spent on home office or in isolation - which left us with all the time to be invested in work (and Netflix :) ) and improving UX for our clients. We are now happy to share new features we can offer to reach new levels of personalization. ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Mar 07, 2022 New Features [![](https://www.recombee.com/img/blog/advancing-your-career-in-artificial-intelligence-with-prg-ai-and-recombee.png)](https://www.recombee.com/blog/advancing-your-career-in-artificial-intelligence-with-prg-ai-and-recombee) ### [Advancing Your Career in Artificial Intelligence with prg.ai and Recombee](https://www.recombee.com/blog/advancing-your-career-in-artificial-intelligence-with-prg-ai-and-recombee) At Recombee, we have always collaborated with academia — after all, five of our co-founders graduated from the Czech Technical University in Prague, one of the largest and oldest technical universities in Europe, and most of them hold a Ph.D. degree. ![](https://www.recombee.com/img/blog/authors/karenharazimova.png) Karen Harazimova Nov 21, 2021 [![](https://www.recombee.com/img/blog/linear-methods-and-autoencoders-in-recommender-systems.png)](https://www.recombee.com/blog/linear-methods-and-autoencoders-in-recommender-systems) ### [Linear Methods and Autoencoders in Recommender Systems](https://www.recombee.com/blog/linear-methods-and-autoencoders-in-recommender-systems) Linear regression is probably the simplest and surprisingly efficient machine learning method. It should be the method of your first choice, according to the famous KISS principle. Also, it often works better than sophisticated methods, because it is... ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Sep 7, 2021 Recommendation Engine [![](https://www.recombee.com/img/blog/recombee-xperience-kentico.png)](https://xperience.io/discover/blog/recombee-kentico-xperience-1-on-1-personalization) ### [Recombee and Kentico Xperience: Guide to One-On-One Personalization](https://xperience.io/discover/blog/recombee-kentico-xperience-1-on-1-personalization) Recombee expanded its integration options - and now is available at the Kentico Xperience platform! Analyzing different types of personalization, we look into why Kentiko chose our AI-powered recommendation engine over manual segmentation. ![](https://www.recombee.com/img/blog/authors/gabrielatakacova.png) Gabriela Takacova May 6, 2021 Personalization Recommendation Engine [![](https://www.recombee.com/img/blog/recombee-in-2020/main.png)](https://www.recombee.com/blog/recombee-in-2020) ### [Recombee in 2020: New Features and Improvements](https://www.recombee.com/blog/recombee-in-2020) We know that this year has been quite challenging for many people, including ourselves. However, today we want to focus entirely on the positive (no pun included) side of the year and the stuff we are the proudest of. ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Dec 30, 2020 New Features [![](https://www.recombee.com/img/blog/23d22w82u3d52as.png)](https://medium.com/recombee-blog/deep-learning-for-recommender-systems-next-basket-prediction-and-sequential-product-recommendation-796228b34dee) ### [Deep Learning for Recommender Systems: Next Basket Prediction and Sequential Product Recommendation](https://medium.com/recombee-blog/deep-learning-for-recommender-systems-next-basket-prediction-and-sequential-product-recommendation-796228b34dee) Accurate “next basket prediction” will be enabling next generation e-commerce — predictive shopping and logistics. In this blogpost, we will discuss the deep learning technology behind next basket... ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Nov 10, 2020 Personalization Recommendation Engine [![](https://www.recombee.com/img/blog/how-interdisciplinary-collaboration-can-accelerate-ai-innovation.png)](https://www.recombee.com/blog/how-interdisciplinary-collaboration-can-accelerate-ai-innovation) ### [How Interdisciplinary Collaboration Can Accelerate AI Innovation](https://www.recombee.com/blog/how-interdisciplinary-collaboration-can-accelerate-ai-innovation) In a world where innovation is the new standard, Recombee uses the power of interdisciplinary collaboration to stay at the cutting edge of innovation. Partnering up with the leading player in the food industry (Bofrost) and academia (FIT CTU), allowed Recombee to hold a student competition to create AI which can shape the future of the food industry. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Sep 1, 2020 [![](https://cdn-images-1.medium.com/max/1000/1*dSVF4ZxwQPIaIdnmPCsmPQ.png)](https://medium.com/recombee-blog/introduction-to-personalized-search-2b70eb5fa5ae) ### [Introduction to Personalized Search](https://medium.com/recombee-blog/introduction-to-personalized-search-2b70eb5fa5ae) Personalized search should take into account user preferences and interactions of similar users. We combined search engine and recommender. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Mar 24, 2020 [![](https://cdn-images-1.medium.com/max/1000/1*YTIhIUMgAequmZ7cmghKTA@2x.png)](https://medium.com/recombee-blog/recombee-in-2019-new-features-and-improvements-bcbfc85acb80) ### [Recombee in 2019: New Features and Improvements](https://medium.com/recombee-blog/recombee-in-2019-new-features-and-improvements-bcbfc85acb80) This year was really huge for us. We worked on new features so hard that we almost forgot to write a blog post about them :) ![](https://www.recombee.com/img/blog/authors/tomasrehorek.png) Tomas Rehorek Dec 15, 2019 New Features [![](https://cdn-images-1.medium.com/max/1000/0*IhtrJIi4PvdZ2SAz)](https://medium.com/recombee-blog/check-out-our-new-client-side-integration-support-and-deploy-personalized-recommendations-faster-7dd7bf5b6241) ### [Check out Our New Client-Side Integration Support and Deploy Personalized Recommendations Faster](https://medium.com/recombee-blog/check-out-our-new-client-side-integration-support-and-deploy-personalized-recommendations-faster-7dd7bf5b6241) We knew we had to bring something new to the table, when participating as a Beta Startup at Web Summit, the largest technology conference… ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Jan 7, 2019 Recommendation Engine [![](https://cdn-images-1.medium.com/max/1000/0*To3_sKOFKyDE-v0k)](https://medium.com/recombee-blog/machine-learning-for-recommender-systems-part-2-deep-recommendation-sequence-prediction-automl-f134bc79d66b) ### [Machine Learning for Recommender Systems — Part 2 (Deep Recommendation, Sequence Prediction, AutoML…](https://medium.com/recombee-blog/machine-learning-for-recommender-systems-part-2-deep-recommendation-sequence-prediction-automl-f134bc79d66b) In the first part of our talk, we discussed basic algorithms, their evaluation and cold start problem. Below we show how deep learning… ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Jun 7, 2018 Recommendation Engine [![](https://cdn-images-1.medium.com/max/1000/0*0we0HYG_xQOlAvc5)](https://medium.com/recombee-blog/machine-learning-for-recommender-systems-part-1-algorithms-evaluation-and-cold-start-6f696683d0ed) ### [Machine Learning for Recommender Systems — Part 1 (Algorithms, Evaluation and Cold Start)](https://medium.com/recombee-blog/machine-learning-for-recommender-systems-part-1-algorithms-evaluation-and-cold-start-6f696683d0ed) Recommender systems are one of the most successful and widespread application of machine learning technologies in business. There were many… ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Jun 3, 2018 Recommendation Engine [![](https://cdn-images-1.medium.com/max/1000/1*hyT8WbrDzFNuyMcS4ppB4A.png)](https://medium.com/recombee-blog/migrating-to-recombee-from-microsoft-cognitive-services-recommendations-9e0c0a9b34a5) ### [Migrating to Recombee From Microsoft Cognitive Services Recommendations](https://medium.com/recombee-blog/migrating-to-recombee-from-microsoft-cognitive-services-recommendations-9e0c0a9b34a5) Microsoft has recently discontinued the Recommendations within the Azure Cognitive Services (MCSR). If you used this service, you are… ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Mar 22, 2018 Recommendation Engine [![](https://cdn-images-1.medium.com/max/1000/1*C1FQaVx1ztTq-y0H0YsQ0g.png)](https://medium.com/recombee-blog/personalized-push-notifications-enabled-by-artificial-intelligence-8ac057bc97ba) ### [Personalized Push Notifications Enabled by Artificial Intelligence](https://medium.com/recombee-blog/personalized-push-notifications-enabled-by-artificial-intelligence-8ac057bc97ba) Recent progress in artificial intelligence enables us to design proactive AI systems. Whereas traditional recommender systems produce… ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Mar 4, 2018 Recommendation Engine [![](https://cdn-images-1.medium.com/max/1000/1*E9kKJlAERzHEi4V556Wj4Q.png)](https://medium.com/recombee-blog/personalized-recommendations-in-10-minutes-bcbea144974b) ### [Personalized Recommendations in 10 Minutes](https://medium.com/recombee-blog/personalized-recommendations-in-10-minutes-bcbea144974b) We have just released a video tutorial that will guide you through the integration of the Recombee recommendation service to your… ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler Jan 11, 2017 [![](https://cdn-images-1.medium.com/max/1000/1*d8rJ5EWZTOgfEp-lKYBJeA.jpeg)](https://medium.com/recombee-blog/evaluating-recommender-systems-choosing-the-best-one-for-your-business-c688ab781a35) ### [Evaluating Recommender Systems: Choosing the Best One for Your Business](https://medium.com/recombee-blog/evaluating-recommender-systems-choosing-the-best-one-for-your-business-c688ab781a35) Together with the endless expansion of E-commerce and online media in the last years, there are more and more Software-as-a-Service (SaaS)… ![](https://www.recombee.com/img/blog/authors/tomasrehorek.png) Tomas Rehorek Dec 18, 2016 Personalization Recommendation Engine [![](https://cdn-images-1.medium.com/max/1000/1*iKboSkp-zHi8ZNH8ChtP1w.png)](https://medium.com/recombee-blog/the-value-of-personalized-recommendations-for-your-business-6b2e81ce0a4d) ### [The Value of Personalized Recommendations for Your Business](https://medium.com/recombee-blog/the-value-of-personalized-recommendations-for-your-business-6b2e81ce0a4d) The e-commerce boom makes online environment more competitive. Internet retailers seek competitive advantages and a personalized experience… ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Aug 23, 2016 Personalization Recommendation Engine [![](https://miro.medium.com/max/1400/1*NARxz9O7ZX3Un_HMacPcWw.png)](https://medium.com/recombee-blog/recommender-systems-explained-d98e8221f468) ### [Recommender Systems Explained](https://medium.com/recombee-blog/recommender-systems-explained-d98e8221f468) In this article, I overview broad area of recommender systems, explain how individual algorithms work. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Jul 12, 2016 Recommendation Engine [![](https://miro.medium.com/max/1102/1*fAWNYkIxk2hyLw1JiEi_9g.png)](https://medium.com/recombee-blog/generating-client-libraries-for-recombee-recommendation-api-75a76f915c47) ### [Generating Client Libraries for Recombee Recommendation API](https://medium.com/recombee-blog/generating-client-libraries-for-recombee-recommendation-api-75a76f915c47) Client libraries help programmers to integrate an API into their systems in a faster, easier and more readable way. We have recently published clients for Ruby and PHP, and we wish to provide clients for other major programming… ![](https://www.recombee.com/img/blog/authors/ondrejfiedler.png) Ondrej Fiedler May 17, 2016 [![](https://miro.medium.com/max/266/1*HUs4oA40zHOJkEo4ihLAHA.png)](https://medium.com/recombee-blog/personalized-recommendations-in-ruby-e3fcaa5de6be) ### [Personalized Recommendations in Ruby](https://medium.com/recombee-blog/personalized-recommendations-in-ruby-e3fcaa5de6be) For those of you, who develop in Ruby, we prepared a simple client application enabling you to benefit from our personalized recommendations. ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik May 16, 2016 Recommendation Engine [![](https://miro.medium.com/max/1400/1*NARxz9O7ZX3Un_HMacPcWw.png)](https://medium.com/recombee-blog/artificial-intelligence-in-the-cloud-310da5e0325e) ### [Artificial Intelligence in the Cloud](https://medium.com/recombee-blog/artificial-intelligence-in-the-cloud-310da5e0325e) At Recombee, we “think big”, and prefer making big leaps in technology over taking small steps. Our team has been involved in data science and artificial intelligence research for many years. Beginning in 2012, we began to capitalize our knowledge and experience, developing products which… ![](https://www.recombee.com/img/blog/authors/pavelkordik.png) Pavel Kordik Mar 30, 2016 Personalization Recommendation Engine