Providing Personalized Item Recommendations Using Scalable Matrix Factorization With Randomness
Number of patents in Portfolio can not be more than 2000
United States of America Patent
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N/A
Issued Date -
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app pub date -
Aug 19, 2013
filing date -
Aug 19, 2013
priority date (Note) -
Abandoned
status (Latency Note)
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Abstract
Some embodiments include a method of providing personalized item recommendations using scalable matrix factorization with randomness. Other embodiments of related systems and methods are also disclosed.
First Claim
all claims..Other Claims data not available
Family

- 15 United States
- 10 France
- 8 Japan
- 7 China
- 5 Korea
- 2 Other
Patent Owner(s)
Patent Owner | Address | |
---|---|---|
WALMART APOLLO LLC | 702 S W 8TH STREET BENTONVILLE AZ 72716-0520 |
International Classification(s)

- 2013 Application Filing Year
- G06Q Class
- 9604 Applications Filed
- 6937 Patents Issued To-Date
- 72.24 % Issued To-Date
Inventor(s)
Inventor Name | Address | # of filed Patents | Total Citations |
---|---|---|---|
Harrington, Patrick | San Francisco, US | 21 | 193 |
# of filed Patents : 21 Total Citations : 193 | |||
Tang, Lei | Milpitas, US | 112 | 1046 |
# of filed Patents : 112 Total Citations : 1046 | |||
Zhu, Tao | Millbrae, US | 96 | 265 |
# of filed Patents : 96 Total Citations : 265 |
Cited Art Landscape
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Patent Citation Ranking
- 24 Citation Count
- G06Q Class
- 40 % this patent is cited more than
- 10 Age
Forward Cite Landscape
- No Forward Cites to Display

Maintenance Fees
Fee | Large entity fee | small entity fee | micro entity fee | due date |
---|---|---|---|---|
11.5 Year Payment | $7400.00 | $3700.00 | $1850.00 | Aug 19, 2026 |
Fee | Large entity fee | small entity fee | micro entity fee |
---|---|---|---|
Surcharge - 11.5 year - Late payment within 6 months | $160.00 | $80.00 | $40.00 |
Surcharge after expiration - Late payment is unavoidable | $700.00 | $350.00 | $175.00 |
Surcharge after expiration - Late payment is unintentional | $1,640.00 | $820.00 | $410.00 |
Full Text
- a) a first nanostructured or finely structured layer (21) of a first material is deposited on the surface of the substrate (20) by means of a thermal spraying method via a liquid route; the surface of the substrate (20) not having been subject, prior to the deposition of the first nanostructured or finely structured layer (21), to any preparation or activation treatment other than an optional cleaning treatment;b) a second microstructured layer (22) of a second material is deposited on the first nanostructured or finely structured layer (21) by means of a thermal spraying method.

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