Regularizing matrix factorization with implicit user preference embeddings for web API recommendation

Kenneth Fletcher

doi:10.1109/SCC.2019.00014

Regularizing matrix factorization with implicit user preference embeddings for web API recommendation

Kenneth Fletcher

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services
Editors	Elisa Bertino, Carl K. Chang, Peter Chen, Ernesto Damiani, Ernesto Damiani, Michael Goul, Katsunori Oyama
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-8
Number of pages	8
ISBN (Electronic)	9781728127200
DOIs	https://doi.org/10.1109/SCC.2019.00014
State	Published - Jul 2019
Event	2019 IEEE International Conference on Services Computing, SCC 2019 - Milan, Italy Duration: Jul 8 2019 → Jul 13 2019

Publication series

Name	Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services

Conference

Conference	2019 IEEE International Conference on Services Computing, SCC 2019
Country/Territory	Italy
City	Milan
Period	7/8/19 → 7/13/19

ASJC Scopus Subject Areas

Strategy and Management
Computer Networks and Communications
Computer Science Applications
Information Systems and Management

Keywords

Mashup Development
Matrix Factorization
User Preference Embeddings
Web API Recommendation

Access to Document

10.1109/SCC.2019.00014

Cite this

Fletcher, K. (2019). Regularizing matrix factorization with implicit user preference embeddings for web API recommendation. In E. Bertino, C. K. Chang, P. Chen, E. Damiani, E. Damiani, M. Goul, & K. Oyama (Eds.), Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services (pp. 1-8). Article 8814284 (Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SCC.2019.00014

Regularizing matrix factorization with implicit user preference embeddings for web API recommendation. / Fletcher, Kenneth.
Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services. ed. / Elisa Bertino; Carl K. Chang; Peter Chen; Ernesto Damiani; Ernesto Damiani; Michael Goul; Katsunori Oyama. Institute of Electrical and Electronics Engineers Inc., 2019. p. 1-8 8814284 (Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Fletcher, K 2019, Regularizing matrix factorization with implicit user preference embeddings for web API recommendation. in E Bertino, CK Chang, P Chen, E Damiani, E Damiani, M Goul & K Oyama (eds), Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services., 8814284, Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services, Institute of Electrical and Electronics Engineers Inc., pp. 1-8, 2019 IEEE International Conference on Services Computing, SCC 2019, Milan, Italy, 7/8/19. https://doi.org/10.1109/SCC.2019.00014

Fletcher K. Regularizing matrix factorization with implicit user preference embeddings for web API recommendation. In Bertino E, Chang CK, Chen P, Damiani E, Damiani E, Goul M, Oyama K, editors, Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services. Institute of Electrical and Electronics Engineers Inc. 2019. p. 1-8. 8814284. (Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services). doi: 10.1109/SCC.2019.00014

Fletcher, Kenneth. / Regularizing matrix factorization with implicit user preference embeddings for web API recommendation. Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services. editor / Elisa Bertino ; Carl K. Chang ; Peter Chen ; Ernesto Damiani ; Ernesto Damiani ; Michael Goul ; Katsunori Oyama. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 1-8 (Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services).

@inproceedings{8403d06f797e49c9989f45ccb2ef0017,

title = "Regularizing matrix factorization with implicit user preference embeddings for web API recommendation",

keywords = "Mashup Development, Matrix Factorization, User Preference Embeddings, Web API Recommendation",

author = "Kenneth Fletcher",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 2019 IEEE International Conference on Services Computing, SCC 2019 ; Conference date: 08-07-2019 Through 13-07-2019",

year = "2019",

month = jul,

doi = "10.1109/SCC.2019.00014",

language = "English",

series = "Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1--8",

editor = "Elisa Bertino and Chang, \{Carl K.\} and Peter Chen and Ernesto Damiani and Ernesto Damiani and Michael Goul and Katsunori Oyama",

booktitle = "Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services",

}

TY - GEN

T1 - Regularizing matrix factorization with implicit user preference embeddings for web API recommendation

AU - Fletcher, Kenneth

PY - 2019/7

Y1 - 2019/7

KW - Mashup Development

KW - Matrix Factorization

KW - User Preference Embeddings

KW - Web API Recommendation

UR - https://www.scopus.com/pages/publications/85072552176

UR - https://www.scopus.com/pages/publications/85072552176#tab=citedBy

U2 - 10.1109/SCC.2019.00014

DO - 10.1109/SCC.2019.00014

M3 - Conference contribution

AN - SCOPUS:85072552176

T3 - Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services

SP - 1

EP - 8

BT - Proceedings - 2019 IEEE International Conference on Services Computing, SCC 2019 - Part of the 2019 IEEE World Congress on Services

A2 - Bertino, Elisa

A2 - Chang, Carl K.

A2 - Chen, Peter

A2 - Damiani, Ernesto

A2 - Goul, Michael

A2 - Oyama, Katsunori

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE International Conference on Services Computing, SCC 2019

Y2 - 8 July 2019 through 13 July 2019

ER -

Regularizing matrix factorization with implicit user preference embeddings for web API recommendation

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this