Context Preserving Data Augmentation for Sequential Recommendation

Benjamin Amankwata; Kenneth K. Fletcher

doi:10.1007/978-3-031-23515-3_3

Context Preserving Data Augmentation for Sequential Recommendation

Benjamin Amankwata
, 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	Services Computing – SCC 2022 - 19th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Proceedings
Editors	Wang Qingyang, Liang-Jie Zhang
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	26-40
Number of pages	15
ISBN (Print)	9783031235146
DOIs	https://doi.org/10.1007/978-3-031-23515-3_3
State	Published - 2022
Event	19th International Conference on Services Computing, SCC 2022, held as part of the Services Conference Federation, SCF 2022 - Honolulu, United States Duration: Dec 10 2022 → Dec 14 2022

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13738 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	19th International Conference on Services Computing, SCC 2022, held as part of the Services Conference Federation, SCF 2022
Country/Territory	United States
City	Honolulu
Period	12/10/22 → 12/14/22

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Context
Data augmentation
Recommender systems
Sequential recommendation
Transformers

Access to Document

10.1007/978-3-031-23515-3_3

Cite this

Amankwata, B., & Fletcher, K. K. (2022). Context Preserving Data Augmentation for Sequential Recommendation. In W. Qingyang, & L.-J. Zhang (Eds.), Services Computing – SCC 2022 - 19th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Proceedings (pp. 26-40). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13738 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-23515-3_3

Context Preserving Data Augmentation for Sequential Recommendation. / Amankwata, Benjamin; Fletcher, Kenneth K.
Services Computing – SCC 2022 - 19th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Proceedings. ed. / Wang Qingyang; Liang-Jie Zhang. Springer Science and Business Media Deutschland GmbH, 2022. p. 26-40 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13738 LNCS).

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

Amankwata, B & Fletcher, KK 2022, Context Preserving Data Augmentation for Sequential Recommendation. in W Qingyang & L-J Zhang (eds), Services Computing – SCC 2022 - 19th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13738 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 26-40, 19th International Conference on Services Computing, SCC 2022, held as part of the Services Conference Federation, SCF 2022, Honolulu, United States, 12/10/22. https://doi.org/10.1007/978-3-031-23515-3_3

Amankwata B, Fletcher KK. Context Preserving Data Augmentation for Sequential Recommendation. In Qingyang W, Zhang LJ, editors, Services Computing – SCC 2022 - 19th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. p. 26-40. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-23515-3_3

Amankwata, Benjamin ; Fletcher, Kenneth K. / Context Preserving Data Augmentation for Sequential Recommendation. Services Computing – SCC 2022 - 19th International Conference, Held as Part of the Services Conference Federation, SCF 2022, Proceedings. editor / Wang Qingyang ; Liang-Jie Zhang. Springer Science and Business Media Deutschland GmbH, 2022. pp. 26-40 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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