Table 12 A comparison between the articles studied on the information in detail
From: Social Internet of Things: vision, challenges, and trends
Article | Main Topic | Strengths | Weakness | New Idea |
|---|---|---|---|---|
Lakshmanaprabu et al. [67] | Effective features to classify SIoT Big Data | Maximum accuracy Improving energy consumption High throughput | Not considering evaluation cost | A hierarchical framework for feature selection in SIoT big data |
Hasan and Fadi [68] | SWARM-based data delivery in SIoT | Low energy consumption Low network delay | – | Fault-tolerant routing protocol |
Ahmad et al. [69] | Feature selection in big data in SIoT | High efficiency Low processing time High accuracy | There is not any statistical analysis | Architecture |
Alam et al. [70] | Analysis of eight well-known data mining algorithms | Improving the accuracy Considering main data mining algorithms | Not evaluated large datasets and keep it as a future work | Comparative analysis |
Ahmad [71] | Social Element of Big Data Analytics in SIoT | Improving efficiency High throughput | No cost | A system architecture for data processing |