{
    "document_id": 16842,
    "page": 166,
    "width_pt": 612,
    "height_pt": 792,
    "rotation": 0,
    "pipeline_version": "paddleocr-vl-1.6+paul-48",
    "engine": "paddleocr_vl",
    "source_run_id": 16953,
    "item_count": 60,
    "counts_by_type": {
        "footer": 2,
        "header": 1,
        "heading": 28,
        "text": 29
    },
    "build_ms": 7,
    "items": [
        {
            "id": "p166.1",
            "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": "p166.2",
            "order": 2,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 737.76,
                "r": 148.08,
                "b": 727.44
            },
            "text": "COS 420: Algorithms",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.3",
            "order": 3,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 727.2,
                "r": 298.8,
                "b": 663.6
            },
            "text": "Prerequisites: COS 310 and COS 340, both passed with a grade of \"C\" or better. Techniques of analyzing, developing, and implementing algorithms are presented. Examples of algorithms from sorting, set manipulation, and graphs; computational complexity and np-completeness are implemented in appropriate languages."
        },
        {
            "id": "p166.4",
            "order": 4,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 654.96,
                "r": 188.64,
                "b": 644.16
            },
            "text": "COS 460: Artificial Intelligence",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.5",
            "order": 5,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 654.24,
                "r": 297.6,
                "b": 644.88
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p166.6",
            "order": 6,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 644.4,
                "r": 298.32,
                "b": 611.76
            },
            "text": "Prerequisite: COS 340 passed with a grade of \"C\" or better. Introduction to the problems, techniques, and theoretical foundations and limitations of Artificial Intelligence."
        },
        {
            "id": "p166.7",
            "order": 7,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 602.88,
                "r": 296.88,
                "b": 592.08
            },
            "text": "COS 470: Networking and Telecommunications 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.8",
            "order": 8,
            "type": "text",
            "bbox": {
                "l": 50.88,
                "t": 591.6,
                "r": 299.04,
                "b": 538.32
            },
            "text": "Prerequisites: COS 302 and 340, both passed with a grade of \"C\" or better. Overview of telecommunications systems and computer components employed in transmission of data in local and wide area networks. Issues relating to network analysis and management are explored."
        },
        {
            "id": "p166.9",
            "order": 9,
            "type": "heading",
            "bbox": {
                "l": 51.36,
                "t": 529.92,
                "r": 234.24,
                "b": 518.64
            },
            "text": "COS 490: Seminar in Computer Science [p166.9.1]",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "children": [
                {
                    "id": "p166.9.1",
                    "order": 10,
                    "type": "text",
                    "bbox": {
                        "l": 51.36,
                        "t": 529.92,
                        "r": 234.24,
                        "b": 518.64
                    },
                    "text": "{}^{*}",
                    "attrs": {
                        "inline": true,
                        "text_offset": 37,
                        "text_span": 10,
                        "bbox_estimated": true
                    }
                }
            ],
            "level": 3
        },
        {
            "id": "p166.10",
            "order": 11,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 529.44,
                "r": 298.32,
                "b": 519.84
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p166.11",
            "order": 12,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 518.64,
                "r": 298.8,
                "b": 454.8
            },
            "text": "Prerequisites: Senior major or minor in Computer Science. Must have a grade of \"C\" or better in all Computer Science courses. Important and timely problems in Computer Science are researched with findings, results, and conclusions presented in seminar discussion settings. (May be repeated four times for credit.)"
        },
        {
            "id": "p166.12",
            "order": 13,
            "type": "heading",
            "bbox": {
                "l": 51.36,
                "t": 446.64,
                "r": 297.6,
                "b": 435.84
            },
            "text": "COS 497: Independent Study in Computer Science 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.13",
            "order": 14,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 435.36,
                "r": 298.8,
                "b": 393.36
            },
            "text": "Prerequisites: senior classification and consent of instructor. Research and in-depth study of a particular computer science topic or problem under the supervision of a Computer Science faculty member."
        },
        {
            "id": "p166.14",
            "order": 15,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 384.24,
                "r": 234,
                "b": 373.44
            },
            "text": "COS 498: Internship in Computer Science",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.15",
            "order": 16,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 383.76,
                "r": 298.08,
                "b": 374.64
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p166.16",
            "order": 17,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 373.2,
                "r": 299.04,
                "b": 299.76
            },
            "text": "Prerequisites: junior or senior classification and consent of Computer Science chairperson. This course can be taken for on- 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": "p166.17",
            "order": 18,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 290.4,
                "r": 297.84,
                "b": 279.36
            },
            "text": "COS 499: Special Topics in Computer Science",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.18",
            "order": 19,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 279.36,
                "r": 299.04,
                "b": 226.56
            },
            "text": "Prerequisite: permission of the instructor. This course may have a different topic relevant to the computer science field each time it is offered. The purpose of the course is to gain knowledge in current areas of this ever-changing field. The course may be repeated four times for credit."
        },
        {
            "id": "p166.19",
            "order": 20,
            "type": "heading",
            "bbox": {
                "l": 52.32,
                "t": 217.44,
                "r": 129.6,
                "b": 203.76
            },
            "text": "ECONOMICS",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.20",
            "order": 21,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 193.44,
                "r": 192,
                "b": 181.92
            },
            "text": "ECO 200: Survey of Economics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.21",
            "order": 22,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 192.96,
                "r": 297.36,
                "b": 183.12
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p166.22",
            "order": 23,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 181.68,
                "r": 298.08,
                "b": 150
            },
            "text": "A basic survey of economic principles involved in microeconomics and macroeconomics. This course is offered to non-Business majors."
        },
        {
            "id": "p166.23",
            "order": 24,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 140.88,
                "r": 210.48,
                "b": 130.08
            },
            "text": "ECO 201: Principles of Economics I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.24",
            "order": 25,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 140.16,
                "r": 297.6,
                "b": 131.28
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p166.25",
            "order": 26,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 129.84,
                "r": 298.8,
                "b": 87.36
            },
            "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": "p166.26",
            "order": 27,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 78.48,
                "r": 212.64,
                "b": 66.48
            },
            "text": "ECO 202: Principles of Economics II",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.27",
            "order": 28,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 77.76,
                "r": 298.56,
                "b": 67.44
            },
            "text": "3",
            "attrs": {
                "block_label": "number"
            }
        },
        {
            "id": "p166.28",
            "order": 29,
            "type": "text",
            "bbox": {
                "l": 311.76,
                "t": 738.96,
                "r": 560.16,
                "b": 695.04
            },
            "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": "p166.29",
            "order": 30,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 686.16,
                "r": 433.2,
                "b": 675.36
            },
            "text": "ECO 301: Microeconomics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.30",
            "order": 31,
            "type": "heading",
            "bbox": {
                "l": 551.04,
                "t": 685.68,
                "r": 559.2,
                "b": 676.08
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.31",
            "order": 32,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 675.6,
                "r": 559.68,
                "b": 643.2
            },
            "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": "p166.32",
            "order": 33,
            "type": "heading",
            "bbox": {
                "l": 313.2,
                "t": 634.08,
                "r": 435.36,
                "b": 623.76
            },
            "text": "ECO 302: Macroeconomics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.33",
            "order": 34,
            "type": "heading",
            "bbox": {
                "l": 551.04,
                "t": 633.12,
                "r": 559.2,
                "b": 624
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.34",
            "order": 35,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 623.04,
                "r": 560.16,
                "b": 580.56
            },
            "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": "p166.35",
            "order": 36,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 571.44,
                "r": 449.28,
                "b": 560.88
            },
            "text": "ECO 311: Business Statistics I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.36",
            "order": 37,
            "type": "heading",
            "bbox": {
                "l": 551.28,
                "t": 570.72,
                "r": 559.44,
                "b": 560.88
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.37",
            "order": 38,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 560.16,
                "r": 559.92,
                "b": 517.68
            },
            "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": "p166.38",
            "order": 39,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 508.8,
                "r": 559.2,
                "b": 498
            },
            "text": "ECO 312: Business Statistics II 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.39",
            "order": 40,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 497.76,
                "r": 559.68,
                "b": 465.6
            },
            "text": "Prerequisite: ECO 311. The study of regression and correlation analysis, time series analysis and forecasting, Chi-square, and analysis of variance."
        },
        {
            "id": "p166.40",
            "order": 41,
            "type": "heading",
            "bbox": {
                "l": 312.48,
                "t": 456.72,
                "r": 559.68,
                "b": 445.68
            },
            "text": "ECO 321: Quantitative Methods of Decision Making 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.41",
            "order": 42,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 447.12,
                "r": 560.4,
                "b": 403.2
            },
            "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": "p166.42",
            "order": 43,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 393.84,
                "r": 466.08,
                "b": 383.28
            },
            "text": "ECO 329: International Economics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.43",
            "order": 44,
            "type": "heading",
            "bbox": {
                "l": 551.52,
                "t": 393.36,
                "r": 559.2,
                "b": 384.24
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.44",
            "order": 45,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 383.04,
                "r": 559.92,
                "b": 340.8
            },
            "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": "p166.45",
            "order": 46,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 331.68,
                "r": 558.72,
                "b": 320.88
            },
            "text": "ECO 411: Money and Banking 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.46",
            "order": 47,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 320.4,
                "r": 560.16,
                "b": 278.16
            },
            "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": "p166.47",
            "order": 48,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 269.04,
                "r": 488.16,
                "b": 258.24
            },
            "text": "ECO 420: History of Economic Thought",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.48",
            "order": 49,
            "type": "heading",
            "bbox": {
                "l": 550.8,
                "t": 268.56,
                "r": 558.96,
                "b": 259.2
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.49",
            "order": 50,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 257.76,
                "r": 559.68,
                "b": 225.84
            },
            "text": "Prerequisite: ECO 202. The evolution of economic ideas and concepts from ancient times to the present. A study is made of the major contributions of principal economic scholars."
        },
        {
            "id": "p166.50",
            "order": 51,
            "type": "heading",
            "bbox": {
                "l": 313.2,
                "t": 216.72,
                "r": 437.28,
                "b": 205.92
            },
            "text": "ECO 424: Labor Economics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.51",
            "order": 52,
            "type": "heading",
            "bbox": {
                "l": 551.04,
                "t": 216,
                "r": 559.44,
                "b": 206.64
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.52",
            "order": 53,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 205.2,
                "r": 560.16,
                "b": 162.72
            },
            "text": "Prerequisite: ECO 202. A study of employment, labor markets, and the labor movement. Studied are theories of wage rate determinations, unemployment, human resource policy, worker's compensation, and industrial disputes."
        },
        {
            "id": "p166.53",
            "order": 54,
            "type": "heading",
            "bbox": {
                "l": 313.2,
                "t": 154.08,
                "r": 501.36,
                "b": 143.28
            },
            "text": "ECO 425: Comparative Economic Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.54",
            "order": 55,
            "type": "heading",
            "bbox": {
                "l": 550.8,
                "t": 153.36,
                "r": 559.44,
                "b": 144.24
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p166.55",
            "order": 56,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 142.32,
                "r": 560.4,
                "b": 100.8
            },
            "text": "Prerequisite: ECO 202. A study of the ideologies and functioning of capitalism, communism, and socialism, and how various economic principles and theories apply under these systems."
        },
        {
            "id": "p166.56",
            "order": 57,
            "type": "text",
            "bbox": {
                "l": 312.96,
                "t": 91.44,
                "r": 560.4,
                "b": 80.16
            },
            "text": "ECO 470: Students in Free Enterprise (SIFE)"
        },
        {
            "id": "p166.57",
            "order": 58,
            "type": "text",
            "bbox": {
                "l": 543.6,
                "t": 90.48,
                "r": 559.44,
                "b": 80.88
            },
            "text": "1-3",
            "attrs": {
                "block_label": "number"
            }
        },
        {
            "id": "p166.58",
            "order": 59,
            "type": "footer",
            "bbox": {
                "l": 53.28,
                "t": 48.24,
                "r": 72.72,
                "b": 36.96
            },
            "text": "158",
            "attrs": {
                "block_label": "number"
            }
        },
        {
            "id": "p166.59",
            "order": 60,
            "type": "footer",
            "bbox": {
                "l": 88.56,
                "t": 47.04,
                "r": 215.52,
                "b": 36.24
            },
            "text": "KSU CATALOGUE, 2003-2004",
            "attrs": {
                "block_label": "footer"
            }
        }
    ],
    "excluded_furniture": {
        "first": [],
        "last": []
    }
}