Desc2tag: A reinforcement learning approach to mashup tag recommendation

Richard Anarfi; Benjamin Kwapong; Kenneth K. Fletcher

doi:10.1109/SCC49832.2020.00073

Desc2tag: A reinforcement learning approach to mashup tag recommendation

Richard Anarfi
, Benjamin Kwapong
, Kenneth K. Fletcher

Computer Science

University of Massachusetts Boston

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

Original language	English
Title of host publication	Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	475-477
Number of pages	3
ISBN (Electronic)	9781728187891
DOIs	https://doi.org/10.1109/SCC49832.2020.00073
State	Published - Nov 2020
Event	13th IEEE International Conference on Services Computing, SCC 2020 - Virtual, Beijing, China Duration: Oct 18 2020 → Oct 24 2020

Publication series

Name	Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020

Conference

Conference	13th IEEE International Conference on Services Computing, SCC 2020
Country/Territory	China
City	Virtual, Beijing
Period	10/18/20 → 10/24/20

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Information Systems and Management
Modeling and Simulation

Keywords

Mashups
Recommender systems
Reinforcement learning
Tags recommendation
Word2vec

Access to Document

10.1109/SCC49832.2020.00073

Cite this

Anarfi, R., Kwapong, B., & Fletcher, K. K. (2020). Desc2tag: A reinforcement learning approach to mashup tag recommendation. In Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020 (pp. 475-477). Article 9284523 (Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SCC49832.2020.00073

Desc2tag: A reinforcement learning approach to mashup tag recommendation. / Anarfi, Richard; Kwapong, Benjamin; Fletcher, Kenneth K.
Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. p. 475-477 9284523 (Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020).

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

Anarfi, R, Kwapong, B & Fletcher, KK 2020, Desc2tag: A reinforcement learning approach to mashup tag recommendation. in Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020., 9284523, Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020, Institute of Electrical and Electronics Engineers Inc., pp. 475-477, 13th IEEE International Conference on Services Computing, SCC 2020, Virtual, Beijing, China, 10/18/20. https://doi.org/10.1109/SCC49832.2020.00073

Anarfi R, Kwapong B, Fletcher KK. Desc2tag: A reinforcement learning approach to mashup tag recommendation. In Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 475-477. 9284523. (Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020). doi: 10.1109/SCC49832.2020.00073

Anarfi, Richard ; Kwapong, Benjamin ; Fletcher, Kenneth K. / Desc2tag : A reinforcement learning approach to mashup tag recommendation. Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 475-477 (Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020).

@inproceedings{e7c6491ae54742e7bd14ca473482829d,

title = "Desc2tag: A reinforcement learning approach to mashup tag recommendation",

keywords = "Mashups, Recommender systems, Reinforcement learning, Tags recommendation, Word2vec",

author = "Richard Anarfi and Benjamin Kwapong and Fletcher, \{Kenneth K.\}",

note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 13th IEEE International Conference on Services Computing, SCC 2020 ; Conference date: 18-10-2020 Through 24-10-2020",

year = "2020",

month = nov,

doi = "10.1109/SCC49832.2020.00073",

language = "English",

series = "Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020",

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

pages = "475--477",

booktitle = "Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020",

}

TY - GEN

T1 - Desc2tag

T2 - 13th IEEE International Conference on Services Computing, SCC 2020

AU - Anarfi, Richard

AU - Kwapong, Benjamin

AU - Fletcher, Kenneth K.

PY - 2020/11

Y1 - 2020/11

KW - Mashups

KW - Recommender systems

KW - Reinforcement learning

KW - Tags recommendation

KW - Word2vec

UR - https://www.scopus.com/pages/publications/85099197787

UR - https://www.scopus.com/pages/publications/85099197787#tab=citedBy

U2 - 10.1109/SCC49832.2020.00073

DO - 10.1109/SCC49832.2020.00073

M3 - Conference contribution

AN - SCOPUS:85099197787

T3 - Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020

SP - 475

EP - 477

BT - Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 18 October 2020 through 24 October 2020

ER -

Desc2tag: A reinforcement learning approach to mashup tag recommendation

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

Other files and links

Fingerprint

Cite this