{
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    "page": 176,
    "width_pt": 612,
    "height_pt": 792,
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    "engine": "paddleocr_vl",
    "source_run_id": 16953,
    "item_count": 58,
    "counts_by_type": {
        "footer": 2,
        "header": 1,
        "heading": 27,
        "text": 28
    },
    "build_ms": 8,
    "items": [
        {
            "id": "p176.1",
            "order": 1,
            "type": "header",
            "bbox": {
                "l": 290.4,
                "t": 737.52,
                "r": 298.08,
                "b": 728.4
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            },
            "level": 2
        },
        {
            "id": "p176.2",
            "order": 2,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 738,
                "r": 182.88,
                "b": 727.68
            },
            "text": "MAT 315: Numerical Analysis",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.3",
            "order": 3,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 726.72,
                "r": 298.56,
                "b": 705.36
            },
            "text": "Prerequisite: MAT 231. Techniques of numerical approximation in analysis and algebra."
        },
        {
            "id": "p176.4",
            "order": 4,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 696,
                "r": 208.32,
                "b": 685.68
            },
            "text": "MAT 321: Probability and Statistics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.5",
            "order": 5,
            "type": "text",
            "bbox": {
                "l": 290.4,
                "t": 695.76,
                "r": 297.6,
                "b": 686.4
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.6",
            "order": 6,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 685.2,
                "r": 298.56,
                "b": 653.76
            },
            "text": "Prerequisite: MAT 132. Probability, random variables, sampling theory, hypothesis testing, correlation, and regression are studied."
        },
        {
            "id": "p176.7",
            "order": 7,
            "type": "heading",
            "bbox": {
                "l": 52.32,
                "t": 644.64,
                "r": 297.12,
                "b": 633.84
            },
            "text": "MAT 326: Modern Geometry",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.8",
            "order": 8,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 632.88,
                "r": 298.08,
                "b": 611.28
            },
            "text": "Prerequisite: MAT 300. This course includes study of axiom systems, and Euclidean and projective geometries."
        },
        {
            "id": "p176.9",
            "order": 9,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 602.4,
                "r": 174,
                "b": 591.84
            },
            "text": "MAT 401: Modern Algebra I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.10",
            "order": 10,
            "type": "text",
            "bbox": {
                "l": 290.64,
                "t": 601.68,
                "r": 297.84,
                "b": 592.56
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.11",
            "order": 11,
            "type": "text",
            "bbox": {
                "l": 51.84,
                "t": 591.12,
                "r": 298.56,
                "b": 558.96
            },
            "text": "Prerequisite: MAT 300. Operations, permutations, groups, isomorphismss, factor groups, Sylow's theorems, and applications are discussed."
        },
        {
            "id": "p176.12",
            "order": 12,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 550.08,
                "r": 298.08,
                "b": 539.76
            },
            "text": "MAT 402: Modern Algebra II 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.13",
            "order": 13,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 538.8,
                "r": 298.32,
                "b": 506.88
            },
            "text": "Prerequisite: MAT 401. Continuation of MAT 401. Rings, integral domains, quotient rings and ideals, extension fields, and vector spaces are studied."
        },
        {
            "id": "p176.14",
            "order": 14,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 497.76,
                "r": 164.4,
                "b": 486.96
            },
            "text": "MAT 403: Real Analysis I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.15",
            "order": 15,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 496.56,
                "r": 298.08,
                "b": 487.44
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.16",
            "order": 16,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 486.72,
                "r": 299.04,
                "b": 444
            },
            "text": "Prerequisites: MAT 231 and MAT 300. Real numbers and Euclidean n-space, continuous functions, differentiable functions of one and several variables, and the Riemann integral are studied."
        },
        {
            "id": "p176.17",
            "order": 17,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 435.12,
                "r": 298.56,
                "b": 423.84
            },
            "text": "MAT 404: Real Analysis II 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.18",
            "order": 18,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 424.08,
                "r": 299.04,
                "b": 380.88
            },
            "text": "Prerequisite: MAT 403. Classical Lebesque integral, power series, curves, surfaces, integral theorem, divergence, and theorems of Green and Stokes are discussed. Some applications are examined."
        },
        {
            "id": "p176.19",
            "order": 19,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 372.24,
                "r": 141.6,
                "b": 360.96
            },
            "text": "MAT 411: Topology",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.20",
            "order": 20,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 372.24,
                "r": 297.84,
                "b": 362.16
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.21",
            "order": 21,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 360.96,
                "r": 298.32,
                "b": 328.8
            },
            "text": "Prerequisite: MAT 300. Topological spaces, metric spaces, separation axioms, connectedness, compactness, continuity, product and quotient spaces."
        },
        {
            "id": "p176.22",
            "order": 22,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 319.92,
                "r": 235.92,
                "b": 308.88
            },
            "text": "MAT 415: Elementary Dynamical Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.23",
            "order": 23,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 308.88,
                "r": 298.32,
                "b": 276.48
            },
            "text": "Prerequisite: MAT 232. Time evolution of various physical and/or biological systems and asymptotic behavior of orbits in space are studied with various mathematical techniques."
        },
        {
            "id": "p176.24",
            "order": 24,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 267.6,
                "r": 197.76,
                "b": 256.8
            },
            "text": "MAT 460: Mathematics Seminar $ * $",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.25",
            "order": 25,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 266.88,
                "r": 297.6,
                "b": 257.76
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.26",
            "order": 26,
            "type": "text",
            "bbox": {
                "l": 51.12,
                "t": 256.32,
                "r": 298.8,
                "b": 204
            },
            "text": "Prerequisite: Senior standing in mathematics. An integrated overview of the mathematics curriculum. Each student will be required to prepare and present independent investigation of topics of personal/professional interest. May be repeated once for credit."
        },
        {
            "id": "p176.27",
            "order": 27,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 194.88,
                "r": 199.92,
                "b": 184.08
            },
            "text": "MAT 470: Mathematical Modeling",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.28",
            "order": 28,
            "type": "text",
            "bbox": {
                "l": 290.16,
                "t": 193.92,
                "r": 298.08,
                "b": 185.04
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p176.29",
            "order": 29,
            "type": "text",
            "bbox": {
                "l": 50.88,
                "t": 183.6,
                "r": 299.04,
                "b": 109.44
            },
            "text": "Prerequisite: Consent of instructor. This course is designed to provide a student with broad exposure to mathematical models and techniques to find solutions to governmental, industrial, and management problems. Optimization technique, probability and stochastic processes, physical and biological applications, hierarchies and priorities, computer-aided modeling and problem solving will be covered."
        },
        {
            "id": "p176.30",
            "order": 30,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 100.56,
                "r": 238.08,
                "b": 86.64
            },
            "text": "MATHEMATICS AND SCIENCES",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.31",
            "order": 31,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 76.8,
                "r": 247.92,
                "b": 64.32
            },
            "text": "MSC 171: Math & Sciences Excel Laboratory",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.32",
            "order": 32,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 739.2,
                "r": 559.68,
                "b": 684.48
            },
            "text": "Co-requisite: BIO 111, BIO 210, CHE 101, CHE 102, MAT 115, MAT 120, MAT 131, PHY 207, PHY 208, PHY 211, or PHY 212 and consent of instructor or record. Peer-lead team learning approach to intensive interdisciplinary problem solving. (2 hours of laboratory per week) Graded Pass/Fail."
        },
        {
            "id": "p176.33",
            "order": 33,
            "type": "heading",
            "bbox": {
                "l": 313.44,
                "t": 675.6,
                "r": 404.16,
                "b": 661.92
            },
            "text": "MANAGEMENT",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.34",
            "order": 34,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 651.36,
                "r": 509.28,
                "b": 640.32
            },
            "text": "MGT 300: Management Information Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.35",
            "order": 35,
            "type": "heading",
            "bbox": {
                "l": 551.28,
                "t": 650.64,
                "r": 559.2,
                "b": 641.28
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.36",
            "order": 36,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 639.84,
                "r": 559.2,
                "b": 607.92
            },
            "text": "Prerequisite: BUA 101. This course addresses the design, development and use of collections of data to make personal, professional, or management decisions."
        },
        {
            "id": "p176.37",
            "order": 37,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 599.28,
                "r": 474.24,
                "b": 588.48
            },
            "text": "MGT 301: Principles of Management",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.38",
            "order": 38,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 588,
                "r": 559.44,
                "b": 555.84
            },
            "text": "Fundamental principles underlying the management of business enterprises, based on planning, organizing, supervising, and controlling various functional activities."
        },
        {
            "id": "p176.39",
            "order": 39,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 546.72,
                "r": 484.56,
                "b": 535.92
            },
            "text": "MGT 303: Business Database Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.40",
            "order": 40,
            "type": "heading",
            "bbox": {
                "l": 551.04,
                "t": 546.48,
                "r": 559.44,
                "b": 536.64
            },
            "text": "3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.41",
            "order": 41,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 535.2,
                "r": 559.44,
                "b": 503.52
            },
            "text": "An introduction to the business use of various data models. Topics include the theory and design of data management in the context of business information needs."
        },
        {
            "id": "p176.42",
            "order": 42,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 493.92,
                "r": 560.16,
                "b": 483.12
            },
            "text": "MGT 431: Managerial Quality 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.43",
            "order": 43,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 483.12,
                "r": 560.64,
                "b": 430.08
            },
            "text": "Prerequisite: MGT 301. A study of the management of product and service quality. Topics include quality philosophy and leadership, approaches to total quality management, the economics of quality, the human aspects of quality, and statistical process control."
        },
        {
            "id": "p176.44",
            "order": 44,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 421.2,
                "r": 499.2,
                "b": 410.64
            },
            "text": "MGT 433: Human Resources Management",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.45",
            "order": 45,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 410.16,
                "r": 559.92,
                "b": 377.76
            },
            "text": "Prerequisite: MGT 301. An examination of supervision of employees and the development policies relating to effective utilization of human resources in business concerns."
        },
        {
            "id": "p176.46",
            "order": 46,
            "type": "heading",
            "bbox": {
                "l": 312.48,
                "t": 369.36,
                "r": 559.2,
                "b": 358.08
            },
            "text": "MGT 452: Transportation and Business Logistics 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.47",
            "order": 47,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 359.28,
                "r": 560.16,
                "b": 314.4
            },
            "text": "Prerequisite: MGT 301, MKT 301. A study of the economics and principles of transportation service, location of industry, communications and order processing designs, and operations of a logistics system."
        },
        {
            "id": "p176.48",
            "order": 48,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 306.72,
                "r": 467.28,
                "b": 295.92
            },
            "text": "MGT 455: Production Management",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.49",
            "order": 49,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 295.92,
                "r": 559.68,
                "b": 252.96
            },
            "text": "Prerequisites: ECO 312, ECO 321, and MGT 301. A study of management decision making in production and operations, using quantitative techniques to address demand forecasting, resource allocation, scheduling, and inventory control."
        },
        {
            "id": "p176.50",
            "order": 50,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 243.36,
                "r": 507.12,
                "b": 232.56
            },
            "text": "MGT 460: Human Behavior in Organizations",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.51",
            "order": 51,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 232.8,
                "r": 559.92,
                "b": 190.08
            },
            "text": "Prerequisite: MGT 301. An analysis of the behavior of persons in organizational settings, including personality, values, motivation, leadership, authority in groups, and informal groups."
        },
        {
            "id": "p176.52",
            "order": 52,
            "type": "heading",
            "bbox": {
                "l": 312.48,
                "t": 181.2,
                "r": 559.44,
                "b": 169.92
            },
            "text": "MGT 465: Principles of Small Business Management 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.53",
            "order": 53,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 176.4,
                "r": 560.16,
                "b": 137.28
            },
            "text": "MGI 465: Principles of Small Business Management 3\nPrerequisite: MGT 301 or consent of instructor. A study of small-business management, entrepreneurship and problems of organizing and operating a small business."
        },
        {
            "id": "p176.54",
            "order": 54,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 129.12,
                "r": 490.32,
                "b": 117.84
            },
            "text": "MGT 470/MKT 470: International Business",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.55",
            "order": 55,
            "type": "heading",
            "bbox": {
                "l": 348,
                "t": 116.88,
                "r": 406.08,
                "b": 107.04
            },
            "text": "Management",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p176.56",
            "order": 56,
            "type": "text",
            "bbox": {
                "l": 312,
                "t": 108.48,
                "r": 560.64,
                "b": 74.64
            },
            "text": "Prerequisites: ECO 329, MGT 301, MKT 301 or consent of instructor. Examines the international business arena, including many marketing factors, environmental forces (economics,"
        },
        {
            "id": "p176.57",
            "order": 57,
            "type": "footer",
            "bbox": {
                "l": 53.28,
                "t": 48.48,
                "r": 72.72,
                "b": 36.72
            },
            "text": "168",
            "attrs": {
                "block_label": "number"
            }
        },
        {
            "id": "p176.58",
            "order": 58,
            "type": "footer",
            "bbox": {
                "l": 88.56,
                "t": 47.04,
                "r": 215.52,
                "b": 36
            },
            "text": "KSU CATALOGUE, 2003-2004",
            "attrs": {
                "block_label": "footer"
            }
        }
    ],
    "excluded_furniture": {
        "first": [],
        "last": []
    }
}