An Efficient Interpretable Visualization Method of Multidimensional Structural Data Matching Based on Job Seekers and Positions

Table 5

Skill and position category association rules table.

	Antecedents	Consequents	Antecedent support	Consequent support
38	Mathematics	Statistics	0.408134	0.12923
52	Hadoop	Hive	0.219617	0.141148
54	Spark	Hive	0.255502	0.141148
56	Hadoop	Spark	0.219617	0.255502
84	Spark, Python	Java	0.192344	0.263158
143	Hadoop, Python	Spark	0.166986	0.255502
218	Computer, Hadoop	Spark	0.142105	0.255502
240	Hadoop, spark	Hive	0.197608	0.141148
246	Machine learning, Hadoop	Spark	0.169856	0.255502
365	Machine learning, Hadoop, Python	Spark	0.13445	0.255502
404	Hadoop	Machine learning, computer, spark	0.219617	0.141627
405	Spark	Machine learning, computer, Hadoop	0.255502	0.115789
40	Spark	Hadoop	0.282773	0.268067
43	HTML	CSS	0.12605	0.138655
80	Spark, Python	Hadoop	0.157143	0.268067
82	Hadoop, Python	Spark	0.143277	0.282773
88	Hive, Java	Spark	0.114286	0.282773
98	CSS, Java	HTML	0.120168	0.12605
122	Spark, computer	Hadoop	0.165546	0.268067
128	Spark, Hive	Hadoop	0.195798	0.268067
42	C++, computer	HTML	0.219617	0.141627
48	Computer, Android	Java	0.255502	0.115789
	Support	Confidence	Lift	Conviction	Family
38	0.107177	0.262603	2.119071	1.188066	Data mining
52	0.118182	0.538126	3.812488	1.859495	Data mining
54	0.124402	0.486891	3.449502	1.67382	Data mining
56	0.197608	0.899782	3.521619	7.428791	Data mining
84	0.103349	0.537313	2.041791	1.59253	Data mining
143	0.147847	0.885387	3.465278	6.495742	Data mining
218	0.129187	0.909091	3.558052	8.189474	Data mining
240	0.109091	0.552058	3.911191	1.917328	Data mining
246	0.156938	0.923944	3.616184	9.788765	Data mining
365	0.122967	0.914591	3.579578	8.716826	Data mining
404	0.106699	0.485839	3.430416	1.669463	Data mining
405	0.106699	0.417603	3.606571	1.518226	Data mining
40	0.218908	0.774146	2.887879	1.67382	Data analysis
43	0.121849	0.966667	6.971717	5.840336	Data analysis
80	0.118908	0.756684	2.822742	3.008163	Data analysis
82	0.118908	0.829912	2.934904	4.216799	Data analysis
88	0.1	0.875	3.094354	5.737815	Data analysis
98	0.105882	0.881119	6.99021	7.351458	Data analysis
122	0.129412	0.781726	2.916156	3.353273	Data analysis
128	0.153782	0.785408	2.929891	3.410807	Data analysis
42	0.106699	0.485839	3.430416	1.669463	Software development
48	0.106699	0.417603	3.606571	1.518226	Software development