Personalized quality centric service recommendation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 10601 LNCS, Issue , 2017, Pages 528-544

  Zhang, Yiwen ^a   Ai, Xiaofei ^a   He, Qiang ^b   Zhang, Xuyun ^c   Dou, Wanchun ^d   Chen, Feifei ^e   Chen, Liang ^f   Yang, Yun ^b  

^a ANHUI UNIVERSITY   (China)

^b SWINBURNE UNIVERSITY OF TECHNOLOGY   (Australia)

^c UNIVERSITY OF AUCKLAND   (New Zealand)

^d NANJING UNIVERSITY   (China)

^e UNIVERSITY OF BALLARAT   (Australia)

^f SUN YAT SEN UNIVERSITY   (China)

Author keywords

Dynamic skyline; KNN; QoS; Service recommendation

Indexed keywords

DIGITAL SUBSCRIBER LINES; DISTRIBUTED COMPUTER SYSTEMS; DISTRIBUTED DATABASE SYSTEMS; FAILURE ANALYSIS; INFORMATION SERVICES; NEAREST NEIGHBOR SEARCH; QUALITY OF SERVICE; SERVICE ORIENTED ARCHITECTURE (SOA);

DYNAMIC SKYLINES; EFFECTIVENESS AND EFFICIENCIES; K-NEAREST NEIGHBORS; PRACTICAL IMPORTANCE; QUALITY CONSTRAINTS; SERVICE RECOMMENDATIONS; SERVICE-BASED SYSTEMS; WEB SERVICE RECOMMENDATIONS;

WEB SERVICES;

EID: 85034064998     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-69035-3_39     Document Type: Conference Paper

References (23)

1. Ardagna, D., Pernici, B.: Adaptive service composition in flexible processes. IEEE Trans. Softw. Eng. 33(6), 369–384 (2007)
2. Zeng, L., Benatallah, B., Ngu, A.H.H., Dumas, M., Kalagnanam, J., Chang, H.: QoS-Aware middleware for web services composition. IEEE Trans. Softw. Eng. 30(5), 311–327 (2004)
3. Alrifai, M., Skoutas, D., Risse, T.: Selecting skyline services for QoS-based web service composition. In: 19th International Conference on World Wide Web, pp. 11–20 (2010)
4. Yu, Q., Bouguettaya, A.: Efficient service skyline computation for composite service selection. IEEE Trans. Knowl. Data Eng. 25(4), 776–789 (2013)
5. He, Q., Yan, J., Jin, H., Yang, Y.: Quality-aware service selection for service-based systems based on iterative multi-attribute combinatorial auction. IEEE Trans. Softw. Eng. 40(2), 192–215 (2014)
6. Trummer, I., Faltings, B., Binder, W.: Multi-objective quality-driven service selection - a fully polynomial time approximation scheme. IEEE Trans. Softw. Eng. 40(2), 167–191 (2014)
7. Benouaret, K., Benslimane, D., Hadjali, A.: On the use of fuzzy dominance for computing service skyline based on QoS. In: 9th IEEE International Conference on Web Services, pp. 540–547 (2011)
8. Benouaret, K., Benslimane, D., Hadjali, A.: Selecting skyline web services from uncertain QoS. In: 9th IEEE International Conference on Services Computing, pp. 523–530 (2012)
9. Tan, T.H., Chen, M., Sun, J., Liu, Y., André, É., Xue, Y., Dong, J.S.: Optimizing selection of competing services with probabilistic hierarchical refinement. In: 38th International Conference on Software Engineering, pp. 85–95 (2016)
10. Zheng, Z., Lyu, M.R.: Collaborative reliability prediction of service-oriented systems. In: 32nd ACM/IEEE International Conference on Software Engineering, pp. 35–44 (2010)
11. Zheng, Z., Lyu, M.R.: Personalized reliability prediction of web services. ACM Trans. Softw. Eng. Methodol. 22(2), 12 (2013)
12. Zheng, Z., Ma, H., Lyu, M.R., King, I.: Qos-aware web service recommendation by collaborative filtering. IEEE Trans. Serv. Comput. 4(2), 140–152 (2011)
13. Chen, X., Zheng, Z., Yu, Q., Lyu, M.R.: Web service recommendation via exploiting location and QoS information. IEEE Trans. Parallel Distrib. Syst. 25(7), 1913–1924 (2014)
14. Yao, L., Sheng, Q.Z., Ngu, A.H., Yu, J., Segev, A.: Unified collaborative and content-based web service recommendation. IEEE Trans. Serv. Comput. 8(3), 453–466 (2015)
15. Alrifai, M., Risse, T.: Combining global optimization with local selection for efficient QoS-aware service composition. In: 18th International Conference on World Wide Web, pp. 881–890 (2009)
16. Papadias, D., Tao, Y., Fu, G., Seeger, B.: An optimal and progressive algorithm for skyline queries. In: ACM SIGMOD International Conference on Management of Data, pp. 467–478 (2003)
17. He, Q., Yan, J., Jin, H., Yang, Y.: Quality-aware service selection for service-based systems based on iterative multi-attribute combinatorial auction. IEEE Trans. Softw. Eng. 40(2), 192–215 (2014)
18. Zheng, Z., Wu, X., Zhang, Y., Lyu, M.R., Wang, J.: QoS ranking prediction for cloud services. IEEE Trans. Parallel Distrib. Syst. 24(6), 1213–1222 (2013)
19. Al-Masri, E., Mahmoud, Q.H.: Investigating web services on the world wide web. In: 17th International Conference on World Wide Web, pp. 795–804 (2008)
20. He, Q., Zhou, R., Zhang, X., Wang, Y., Ye, D., Chen, F., Grundy, J., Yang, Y.: Keyword search for building service-based systems. IEEE Trans. Softw. Eng. 43(7), 658–674 (2017)
21. Zhao, X., Shen, L.W., Peng, X., Zhao, W.: Finding preferred skyline solutions for SLA-constrained service composition. In: 20th IEEE International Conference on Web Services, pp. 195–202 (2013)
22. Zhang, S., Dou, W., Chen, J.: Selecting Top-k composite web services using preference-aware dominance relationship. In: 20th IEEE International Conference on Web Services, pp. 75–82 (2013)
23. Zhang, F., Hwang, K., Khan, S.U., Malluhi, Q.M.: Skyline discovery and composition of multi-cloud mashup services. IEEE Trans. Serv. Comput. 9(1), 72–83 (2016)