Abstract—With the rapid growth of
networking, cyberphysical- social systems (CPSSs) provide vast amounts of
information. Aimed at the huge and complex data provided by networking,
obtaining valuable information to meet precise search needs when capturing user
intention has become a major challenge, especially in personalized websites.
General search engines face difficulties in addressing the challenges brought
by this exploding amount of information. In this paper, we use real-time
location and relevant feedback technology to design and implement an efficient,
configurable, and intelligent retrieval framework for personalized websites in
CPSSs. To improve the retrieval results, this paper also proposes a strategy of
implicit relevant feedback based on click-through data analysis, which can
obtain the relationship between the user query conditions and retrieval
results. Finally, this paper designs a personalized PageRank algorithm
including modified parameters to improve the ranking quality of the retrieval
results using the relevant feedback from other users in the interest group.
Experiments illustrate that the proposed accurate and intelligent retrieval
framework improves the user experience.
Conclusion
In this paper, we propose a new approach for an intelligent
retrieval framework with real-time location in CPSSs to resolve ambiguities for
general search engines. We first present an intelligent retrieval model for a
single field with real-time location. Second, to improve the retrieval results,
the paper proposes a strategy for implicit correlation feedback based on
click-through data analysis, which obtains the relationship between the user
query conditions and retrieval results. Finally, the paper designs a
personalized PageRank algorithm including modified parameters Any
Query Call Us: 9566355386
to improve the ranking
quality of the retrieval results using the relevant feedback from other users
in the interest group
SYSTEM REQUIREMENTS:
HARDWARE REQUIREMENTS:
• System : Pentium IV
2.4 GHz.
• Hard Disk : 40 GB.
• Floppy Drive : 1.44
Mb.
• Monitor : 15 VGA
Colour.
• Mouse : Logitech.
• Ram : 512 Mb.
SOFTWARE REQUIREMENTS:
• Operating system : -
Windows XP/7.
• Coding Language :
JAVA/J2EE
• Data Base : MYSQL
REFERENCES
[1] Wang, X., Yang, L. T., Xie, X., Jin, J., & Deen, M.
J. (2017). A cloudedge
computing framework for cyber-physical-social services. IEEE
Communications Magazine, 55(11), 80-85.
[2] Wang, X., Yang, L. T., Feng, J., Chen, X., & Deen, M.
J. (2016). A tensor-based big service framework for enhanced living
environments. IEEE Cloud Computing, 3(6), 36-43. Any Query Call
Us: 9566355386
[3] Zeng, J., Yang, L. T., Lin, M., Ning, H., &
Ma, J. (2016). A survey:cyber-physical-social systems and their system-level
design methodology. Future Generation Computer Systems.