• Aucun résultat trouvé

Top 10 Lessons Learned Developing and Deploying Real World Recommender Systems

N/A
N/A
Info
Télécharger
Protected

Academic year: 2022

Partager "Top 10 Lessons Learned Developing and Deploying Real World Recommender Systems"

Copied!
1
0
0

Chargement.... (Voir le texte intégral maintenant)

Texte intégral

(1)

1

Top 10 Lessons Learned Developing and Deploying Real World Recommender Systems

Marc Torrens

Strands, Inc.

[email protected]

ABSTRACT

Strands develops products that help people find information online that they want and need. Strands offers production recommendation services for eCommerce, interactive tools for personal finance management, and personal interest and lifestyle-oriented social discovery solutions. Strands also operates moneystrands.com, a personal finance management platform, and strands.com, a training log and information source for active people. In this talk, Strands Chief Innovation Officer, Marc Torrens, PhD, will discuss Strands‟ “Top 10 Lessons Learned” from our experience building recommender systems and interactions with customers deploying our systems. The lessons learned will range from customer relations and marketing (“It must make „strategic‟ sense”), to business planning (“Don't wait too long to get ready to scale”), to technical (“Cold start? Be Creative”). As recommender technology becomes ubiquitous online, and even overshadows search in many commercials settings, Strands has found these “Top 10 Lessons Learned” continue to be valuable guidelines.

Références

Télécharger maintenant ( PDF - 1 Page - 85.56 KB )

Documents relatifs

Lessons learned from experience to ensure security in Lorraine iron mines

La comparaison de la charge sur les piliers dans un modèle d'aire tributaire avec la résistance limite à long terme (voir § 2) a permis de ne retenir sur les 3 500 zones (39

Lessons Learned from the FIMI Workshops

In 2003 and 2004, Mohammed Zaki and myself organised the Frequent Itemset Mining Implementations (FIMI) workshops in an attempt to characterize and understand the

Lessons Learned from Developing Prototypes for Customer Complaint Validation

2017] introduced vehicle tracking systems, where the location data are stored to the database or cloud and the data could be shown with an Android mobile

Lessons Learned from a Knowledge-driven Search Application on-top of Large Linked Data Sets

(i) the presentable number of data elements in a result set (aggregation), (ii) the variety of the property of data elements (selection), and (iii) different depth of

Lessons Learned from AlphaGo

Nevertheless, the reinforcement learning networks (RL networks) found their application in the other compo- nent of AlphaGo, the value network, which is used to approximate the

Apache Lucene as Content-Based-Filtering Recommender System: 3 Lessons Learned

If Lucene returns less than 1,000 results for term-based recommendations, the click-through rate probably will be around half as high as if 1,000 candidates are

On Developing Open Source MDE Tools: Our Eclipse Stories and Lessons Learned

The most successful tools of our team, not only in terms of research publi- cations but also in terms of industrial applications and acceptance, are ATL (a tool dedicated to

Lessons Learned from Ontology Design

[3] Jean-Andr´e Benvenuti, Laure Berti–quille & ´ Eric Jacopin, The Sabre Project: an Intelligent Tu- toring System for Military Behaviours, Poster at the CNRS Summer