# Number Title Knowledge Areas Ground Truth Percent Jaccard
1 100 Principles of Computing AL, SP, IM, CN None. N/A N/A
2 101 Preview of Computer Science CN None. N/A N/A
3 105 Computer Ethics and Society SE, SP IAS, NC, SP 0.33 0.25
4 112 Introduction to Computer Programming AL, SP, IM, CN AL, AR, CN, PL, SDF 0.40 0.29
5 123 Computing: From the Abacus to the Web SP None. N/A N/A
6 211 Object-Oriented Programming AL, IM, CN AL, AR, CN, OS, PL, SDF, SE, SF 0.25 0.22
7 222 Computer Programming for Engineers AL, IM, CN PL 0.00 0.00
8 225 Culture and Theory of Games SP None. N/A N/A
9 261 Introduction to a Second Language None. None. N/A N/A
10 262 Introduction to Low-Level Programming SF, IS, OS AR, PL, SF 0.33 0.20
11 306 Synthesis of Ethics and Law for the Computing Professional SP SP 1.00 1.00
12 310 Data Structures AL, IM, CN AL, PL 0.50 0.25
13 321 Software Requirements and Design Modeling SE SE, SP 0.50 0.50
14 325 Introduction to Game Design None. GV 0.00 0.00
15 330 Formal Methods and Models DS, AL, IM, CN AL, DS 1.00 0.50
16 332 Object-Oriented Software Design and Implementation None. SE 0.00 0.00
17 351 Visual Computing None. GV 0.00 0.00
18 367 Computer Systems and Programming AR AR, OS, PD, SF 0.25 0.25
19 390 Research and Project Design Principles in Computing None. None. N/A N/A
20 391 Advanced Programming Lab AL, IM, CN None. N/A N/A
21 425 Game Programming I None. GV 0.00 0.00
22 426 Game Programming II None. GV 0.00 0.00
23 440 Language Processors and Programming Environments None. AR, PL 0.00 0.00
24 444 Introduction to Computational Biology None. CN 0.00 0.00
25 445 Computational Methods for Genomics None. CN 0.00 0.00
26 450 Database Concepts IM IM 1.00 1.00
27 451 Computer Graphics None. GV 0.00 0.00
28 455 Computer Communications and Networking None. NC, SF 0.00 0.00
29 463 Comparative Programming Languages PL PL 1.00 1.00
30 465 Computer Systems Architecture None. AR 0.00 0.00
31 468 Secure Programming and Systems SF, OS IAS 0.00 0.00
32 469 Security Engineering SF, OS IAS 0.00 0.00
33 471 Operating Systems SF, OS AR, NC, OS, SF 0.50 0.50
34 475 Concurrent and Distributed Systems PD, AR PD 1.00 0.50
35 477 Mobile Application Development PBD, AR PBD 1.00 0.50
36 480 Introduction to Artificial Intelligence IS IS 1.00 1.00
37 482 Computer Vision None. IS 0.00 0.00
38 483 Analysis of Algorithms None. AL 0.00 0.00
39 484 Data Mining AL, IM, CN IS 0.00 0.00
40 485 Autonomous Robotics None. IS 0.00 0.00
41 490 Design Exhibition SE, HCI None. N/A N/A
42 498 Independent Study in Computer Science None. None. N/A N/A
43 504 Principles of Data Management and Mining IM None. N/A N/A
44 530 Mathematical Foundations of Computer Science DS, AL, IM, CN None. N/A N/A
45 531 Fundamentals of Systems Programming SF, OS None. N/A N/A
46 540 Language Processors None. None. N/A N/A
47 550 Database Systems IM None. N/A N/A
48 551 Computer Graphics None. None. N/A N/A
49 555 Computer Communications and Networking AR None. N/A N/A
50 571 Operating Systems SF, OS None. N/A N/A
51 580 Introduction to Artificial Intelligence IS None. N/A N/A
52 583 Analysis of Algorithms None. None. N/A N/A
53 584 Theory and Applications of Data Mining None. None. N/A N/A
54 600 Theory of Computation DS None. N/A N/A
55 611 Computational Methods for Genomics None. None. N/A N/A
56 630 Advanced Algorithms None. None. N/A N/A
57 633 Computational Geometry AL, IM, CN None. N/A N/A
58 635 Foundations of Parallel Computation PD None. N/A N/A
59 640 Advanced Compilers PL None. N/A N/A
60 650 Advanced Database Management IM None. N/A N/A
61 657 Mining Massive Datasets with MapReduce None. None. N/A N/A
62 658 Networked Virtual Environments PBD None. N/A N/A
63 662 Computer Graphics Game Technologies None. None. N/A N/A
64 667 Biometrics and Identity Management None. None. N/A N/A
65 672 Computer System Performance Evaluation SE, HCI None. N/A N/A
66 673 Multimedia Computing and Systems PBD None. N/A N/A
67 674 Data Mining on Multimedia Data None. None. N/A N/A
68 675 Distributed Systems SF, OS None. N/A N/A
69 681 Designing Expert Systems SE None. N/A N/A
70 682 Computer Vision None. None. N/A N/A
71 683 Parallel Algorithms PD None. N/A N/A
72 684 Graph Algorithms None. None. N/A N/A
73 685 Autonomous Robotics IS None. N/A N/A
74 686 Image Processing and Applications None. None. N/A N/A
75 687 Advanced Artificial Intelligence PBD, SF, IM, IS, AL, OS, SDF, IAS, DS None. N/A N/A
76 688 Pattern Recognition None. None. N/A N/A
77 689 Planning Motions of Robots and Molecules None. None. N/A N/A
78 695 Topics in Computer Science None. None. N/A N/A
79 697 Independent Reading and Research None. None. N/A N/A
80 700 Quantitative Methods and Experimental Design in Computer Science None. None. N/A N/A
81 706 Concurrent Software Systems SE, CN, IM, AL None. N/A N/A
82 719 Scalable Internet Services AR None. N/A N/A
83 752 Interactive Graphics Software None. None. N/A N/A
84 755 Advanced Computer Networks AR None. N/A N/A
85 756 Performance Analysis of Computer Networks None. None. N/A N/A
86 773 Real-Time Systems Design and Development AR None. N/A N/A
87 774 Computational Vision None. None. N/A N/A
88 775 Advanced Pattern Recognition None. None. N/A N/A
89 777 Human-Computer Intelligent Interaction None. None. N/A N/A
90 779 Topics in Resilient and Secure Computer Systems None. None. N/A N/A
91 782 Machine Learning None. None. N/A N/A
92 787 Decision Guidance Systems SE, PD None. N/A N/A
93 788 Autonomic Computing None. None. N/A N/A
94 795 Advanced Topics in CS None. None. N/A N/A
95 798 Project Seminar None. None. N/A N/A
96 799 Thesis None. None. N/A N/A
97 800 Computer Science Colloquium None. None. N/A N/A
98 811 Research Topics in Machine Learning and Inference None. None. N/A N/A
99 818 Topics in Computer Systems SF, OS None. N/A N/A
100 880 Research Topics in Artificial Intelligence None. None. N/A N/A
101 884 Advanced Topics in Computer Vision and Robotics AR None. N/A N/A
102 895 Research Topics in CS CN None. N/A N/A
103 896 Directed Reading and Research None. None. N/A N/A
104 990 Dissertation Topic Presentation PD None. N/A N/A
105 998 Doctoral Dissertation Proposal None. None. N/A N/A
106 999 Doctoral Dissertation None. None. N/A N/A