EXPERIMENTAL RESULTS
Experiments are made with different datasets like Wiki-Uniform and Wiki-Connected. More details on these datasets can be found in 22. The observations made in the experiments include number of queries versus response time of the system and length of the queries versus response time.
A) Response Time Based on Number of Queries
Response time is observed based on number of queries made. As the number of queries is increased, the response time taken for RIO, MRIO and proposed AIO are observed and compared.
Figure 4: Number of queries versus the response time (Wiki-Uniform)
As shown in Figure 4, it is evident that the number of queries is taken in horizontal axis while the vertical axis shows the response time observed against the number of queries. The response time of the RIO is less than that of MRIO. The proposed algorithm that is AIO outperforms both ROI and MRIO. As the number of queries is increased, the response time is also increased with linear relationship. These results are captured with the dataset Wiki-Uniform.
Figure 5: Number of queries versus the response time (Wiki-Connected)
As shown in Figure 5, it is evident that the number of queries is taken in horizontal axis while the vertical axis shows the response time observed against the number of queries. The response time of the RIO is less than that of MRIO. The proposed algorithm that is AIO outperforms both ROI and MRIO. As the number of queries is increased, the response time is also increased with linear relationship. These results are captured with the dataset Wiki-Connected.
B) Response Time Based on Length of Queries
Response time is observed based on length of queries. As the length of queries is increased, the response time taken for RIO, MRIO and proposed AIO are observed and compared for both the datasets.
Figure 6: Length of queries versus the response time (Wiki-Uniform)
As shown in Figure 6, it is evident that the length of queries is taken in horizontal axis while the vertical axis shows the response time observed against the length of queries. The response time of the RIO is less than that of MRIO. The proposed algorithm that is AIO outperforms both ROI and MRIO. As the number of queries is increased, the response time is also increased with linear relationship. These results are captured with the dataset Wiki-Uniform.
Figure 7: Length of queries versus the response time (Wiki-Uniform)
As shown in Figure 7, it is evident that the length of queries is taken in horizontal axis while the vertical axis shows the response time observed against the length of queries. The response time of the RIO is less than that of MRIO. The proposed algorithm that is AIO outperforms both ROI and MRIO. As the number of queries is increased, the response time is also increased with linear relationship. These results are captured with the dataset Wiki-Uniform.
