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    "page": 176,
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    "height_pt": 792,
    "rotation": 0,
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    "engine": "paddleocr_vl",
    "source_run_id": 16961,
    "item_count": 60,
    "counts_by_type": {
        "footer": 2,
        "header": 2,
        "heading": 27,
        "text": 29
    },
    "build_ms": 8,
    "items": [
        {
            "id": "p176.1",
            "order": 1,
            "type": "header",
            "bbox": {
                "l": 290.16,
                "t": 737.52,
                "r": 297.84,
                "b": 728.4
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            },
            "level": 2
        },
        {
            "id": "p176.2",
            "order": 2,
            "type": "header",
            "bbox": {
                "l": 551.04,
                "t": 737.52,
                "r": 559.2,
                "b": 728.64
            },
            "text": "3",
            "attrs": {
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            },
            "level": 2
        },
        {
            "id": "p176.3",
            "order": 3,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 738,
                "r": 190.32,
                "b": 727.44
            },
            "text": "COS 536: Software Engineering",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.4",
            "order": 4,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 726.72,
                "r": 298.32,
                "b": 694.8
            },
            "text": "The major principles of software engineering are presented including: project planing; project management; risk; quality configuration; and project scheduling."
        },
        {
            "id": "p176.5",
            "order": 5,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 686.16,
                "r": 186,
                "b": 675.36
            },
            "text": "COS 537: Artificial Intelligence",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.6",
            "order": 6,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 685.68,
                "r": 297.6,
                "b": 676.08
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.7",
            "order": 7,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 675.36,
                "r": 298.56,
                "b": 652.8
            },
            "text": "The course will cover three subjects: the basic for AI, neural networks, and genetic algorithms & programming."
        },
        {
            "id": "p176.8",
            "order": 8,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 644.4,
                "r": 222.96,
                "b": 633.6
            },
            "text": "COS 538: Advanced Algorithms Design",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.9",
            "order": 9,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 643.68,
                "r": 297.36,
                "b": 634.08
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.10",
            "order": 10,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 632.16,
                "r": 298.32,
                "b": 591.36
            },
            "text": "The course covers advanced algorithms, data structures, and advanced techniques to organize data in an optimized manner. Greedy algorithms, divide and conquer algorithms are also introduced."
        },
        {
            "id": "p176.11",
            "order": 11,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 581.52,
                "r": 169.92,
                "b": 570.96
            },
            "text": "COS 539: Compiler Design",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.12",
            "order": 12,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 581.04,
                "r": 297.6,
                "b": 571.92
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.13",
            "order": 13,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 570.48,
                "r": 299.04,
                "b": 517.2
            },
            "text": "This course covers the design principles of assembler (one-pass and two-pass type of assembly languages); the basic structure of compilers; and lexical analyzers. Regular expressions, finite-state machines, context-free grammars, and parsing are also studied."
        },
        {
            "id": "p176.14",
            "order": 14,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 508.8,
                "r": 197.04,
                "b": 497.76
            },
            "text": "COS 600: Research Methodology",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.15",
            "order": 15,
            "type": "text",
            "bbox": {
                "l": 290.64,
                "t": 508.56,
                "r": 298.08,
                "b": 498.72
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.16",
            "order": 16,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 497.52,
                "r": 299.04,
                "b": 433.68
            },
            "text": "Prerequisite: Consent of the chairperson. This course is a prerequisite for project/thesis option. An introduction to the techniques and methodology used to conduct research. The successful students will be able to read and analyze technical papers. The students will utilize this experience in the project/thesis courses."
        },
        {
            "id": "p176.17",
            "order": 17,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 425.76,
                "r": 298.8,
                "b": 382.32
            },
            "text": "COS 682: Seminar on Management Information Systems 3\nPrerequisite: Instructor's Permission. Topics include: the use of computer hardware and software to retrieve data; manage databases; modeling alternatives; and preparing reports."
        },
        {
            "id": "p176.18",
            "order": 18,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 373.44,
                "r": 212.4,
                "b": 362.64
            },
            "text": "COS 683: Decision Support Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.19",
            "order": 19,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 373.44,
                "r": 297.6,
                "b": 363.36
            },
            "text": "3",
            "attrs": {
                "raw_type": "FORMULA_NUMBER",
                "block_label": "formula_number"
            }
        },
        {
            "id": "p176.20",
            "order": 20,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 362.4,
                "r": 298.56,
                "b": 319.68
            },
            "text": "Prerequisite: Permission of the instructor. This course combines theory with the practical techniques of PERT, CPM, linear programming, modeling, “What If” analysis, break even analysis, and decision trees."
        },
        {
            "id": "p176.21",
            "order": 21,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 311.04,
                "r": 161.76,
                "b": 300.24
            },
            "text": "COS 696: Project Course",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.22",
            "order": 22,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 310.8,
                "r": 297.6,
                "b": 301.2
            },
            "text": "3",
            "attrs": {
                "raw_type": "FORMULA_NUMBER",
                "block_label": "formula_number"
            }
        },
        {
            "id": "p176.23",
            "order": 23,
            "type": "text",
            "bbox": {
                "l": 50.88,
                "t": 299.52,
                "r": 299.04,
                "b": 246.96
            },
            "text": "Prerequisite: COS 600. The successful student will complete an approved project designed to provide the student with an opportunity to develop an area of expertise not covered by regular curriculum. May be repeated once. Students will submit an internal report for their project achievements."
        },
        {
            "id": "p176.24",
            "order": 24,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 238.08,
                "r": 179.28,
                "b": 227.76
            },
            "text": "COS 697: Independent Study",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.25",
            "order": 25,
            "type": "text",
            "bbox": {
                "l": 289.92,
                "t": 237.36,
                "r": 297.36,
                "b": 228
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.26",
            "order": 26,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 227.28,
                "r": 298.8,
                "b": 174.24
            },
            "text": "Prerequisite: Consents of the instructor and chairperson. The successful students will complete an approved project designed to provide the student with an opportunity to develop an area of expertise not covered by regular curriculum. May be repeated twice for credit."
        },
        {
            "id": "p176.27",
            "order": 27,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 164.64,
                "r": 234,
                "b": 153.84
            },
            "text": "COS 698: Internship in Computer Science",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.28",
            "order": 28,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 164.16,
                "r": 298.32,
                "b": 154.56
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.29",
            "order": 29,
            "type": "text",
            "bbox": {
                "l": 50.88,
                "t": 153.84,
                "r": 299.04,
                "b": 90.72
            },
            "text": "Prerequisite: Consent of the chairperson. This course can be taken for on-campus or off campus employment related to the computer science discipline. The student must demonstrate that the experience gained on the job is at least equivalent to the material learned in a typical class. May be repeated twice for credit. Graded pass/fail."
        },
        {
            "id": "p176.30",
            "order": 30,
            "type": "heading",
            "bbox": {
                "l": 313.44,
                "t": 738.48,
                "r": 387.6,
                "b": 727.92
            },
            "text": "COS 699: Thesis",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.31",
            "order": 31,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 727.44,
                "r": 559.92,
                "b": 673.92
            },
            "text": "Prerequisite: COS 600. An in-depth study on a topic selected by the student’s postgraduate committee. The thesis is a publish work of original research in the field of computer science. An oral defense is required. Graded pass/fail. May be repeated once for credit."
        },
        {
            "id": "p176.32",
            "order": 32,
            "type": "heading",
            "bbox": {
                "l": 313.44,
                "t": 665.04,
                "r": 390.72,
                "b": 651.12
            },
            "text": "ECONOMICS",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.33",
            "order": 33,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 641.04,
                "r": 452.88,
                "b": 629.52
            },
            "text": "ECO 200: Survey of Economics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.34",
            "order": 34,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 630.48,
                "r": 559.92,
                "b": 597.6
            },
            "text": "A basic survey of economic principles involved in microeconomics and macroeconomics. This course is offered to non-Business majors."
        },
        {
            "id": "p176.35",
            "order": 35,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 588.72,
                "r": 471.84,
                "b": 577.92
            },
            "text": "ECO 201: Principles of Economics I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.36",
            "order": 36,
            "type": "heading",
            "bbox": {
                "l": 551.28,
                "t": 587.76,
                "r": 559.2,
                "b": 578.4
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.37",
            "order": 37,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 576.96,
                "r": 560.16,
                "b": 535.68
            },
            "text": "The basic principles of microeconomics are examined and an overview of the American economy. Market structure, income distribution, general equilibrium, and welfare economics are considered."
        },
        {
            "id": "p176.38",
            "order": 38,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 526.08,
                "r": 474.24,
                "b": 515.04
            },
            "text": "ECO 202: Principles of Economics II",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.39",
            "order": 39,
            "type": "heading",
            "bbox": {
                "l": 551.28,
                "t": 525.6,
                "r": 559.44,
                "b": 515.76
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.40",
            "order": 40,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 514.8,
                "r": 559.92,
                "b": 471.84
            },
            "text": "Prerequisite: ECO 201. The basic principles of macro-economics explore both the private and public sectors. National income determination, money and banking, economic growth, and international economics are considered."
        },
        {
            "id": "p176.41",
            "order": 41,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 463.44,
                "r": 432.96,
                "b": 452.64
            },
            "text": "ECO 301: Microeconomics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.42",
            "order": 42,
            "type": "heading",
            "bbox": {
                "l": 551.28,
                "t": 462.72,
                "r": 559.44,
                "b": 453.36
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.43",
            "order": 43,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 452.16,
                "r": 559.92,
                "b": 420.48
            },
            "text": "Prerequisite: ECO 201. Intensive study of economic analysis of consumption, output, price, and factor proportion problems and forms of decision making in different market structures."
        },
        {
            "id": "p176.44",
            "order": 44,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 410.88,
                "r": 435.6,
                "b": 400.56
            },
            "text": "ECO 302: Macroeconomics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.45",
            "order": 45,
            "type": "heading",
            "bbox": {
                "l": 550.8,
                "t": 410.64,
                "r": 559.44,
                "b": 401.04
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.46",
            "order": 46,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 400.08,
                "r": 560.4,
                "b": 357.6
            },
            "text": "Prerequisite: ECO 201. Static and dynamic theories of aggregate economics, the measurement of economic activity, determination of national income and growth, and the control of economic activity."
        },
        {
            "id": "p176.47",
            "order": 47,
            "type": "heading",
            "bbox": {
                "l": 312.48,
                "t": 348.48,
                "r": 559.2,
                "b": 337.68
            },
            "text": "ECO 311: Business Statistics I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.48",
            "order": 48,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 337.44,
                "r": 559.92,
                "b": 294.96
            },
            "text": "Prerequisite: MAT 125. Focus on measurement of central tendencies, probability concepts, sampling distribution, appreciation of statistical estimates, and hypothesis testing in uncertain situations."
        },
        {
            "id": "p176.49",
            "order": 49,
            "type": "heading",
            "bbox": {
                "l": 312.48,
                "t": 285.84,
                "r": 559.44,
                "b": 275.28
            },
            "text": "ECO 312: Business Statistics II 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.50",
            "order": 50,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 274.56,
                "r": 559.44,
                "b": 242.88
            },
            "text": "Prerequisite: ECO 311. The study of regression and correlation analysis, time series analysis and forecasting, Chi-square, and analysis of variance."
        },
        {
            "id": "p176.51",
            "order": 51,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 233.76,
                "r": 559.44,
                "b": 222.72
            },
            "text": "ECO 321: Quantitative Methods of Decision Making 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.52",
            "order": 52,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 224.16,
                "r": 560.16,
                "b": 180.72
            },
            "text": "Prerequisites: MAT 125 and ECO 311. Various quantitative models involving matrix algebra, calculus, and functions are studied. The use of linear programming in business decisions is emphasized."
        },
        {
            "id": "p176.53",
            "order": 53,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 171.12,
                "r": 466.32,
                "b": 160.56
            },
            "text": "ECO 329: International Economics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.54",
            "order": 54,
            "type": "heading",
            "bbox": {
                "l": 551.28,
                "t": 170.64,
                "r": 559.44,
                "b": 161.28
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.55",
            "order": 55,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 160.32,
                "r": 560.4,
                "b": 118.32
            },
            "text": "Prerequisite: ECO 202. Description and analysis of the international economic relationships among the nations of the world with emphasis on the United States and international trade."
        },
        {
            "id": "p176.56",
            "order": 56,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 108.72,
                "r": 446.88,
                "b": 97.68
            },
            "text": "ECO 411: Money and Banking",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.57",
            "order": 57,
            "type": "heading",
            "bbox": {
                "l": 551.04,
                "t": 108.24,
                "r": 559.2,
                "b": 98.64
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.58",
            "order": 58,
            "type": "text",
            "bbox": {
                "l": 311.76,
                "t": 97.68,
                "r": 560.16,
                "b": 55.44
            },
            "text": "Prerequisite: BUA 330, ECO 202. A study of monetary and banking systems in the United States. Highlighted are the roles of the Federal Reserve System and current monetary problems."
        },
        {
            "id": "p176.59",
            "order": 59,
            "type": "footer",
            "bbox": {
                "l": 53.28,
                "t": 48.72,
                "r": 72.72,
                "b": 36.96
            },
            "text": "168",
            "attrs": {
                "block_label": "number"
            }
        },
        {
            "id": "p176.60",
            "order": 60,
            "type": "footer",
            "bbox": {
                "l": 88.56,
                "t": 47.04,
                "r": 215.52,
                "b": 36.24
            },
            "text": "KSU CATALOGUE, 2004-2005",
            "attrs": {
                "block_label": "footer"
            }
        }
    ],
    "excluded_furniture": {
        "first": [],
        "last": []
    }
}