{
    "document_id": 16850,
    "page": 188,
    "width_pt": 612,
    "height_pt": 792,
    "rotation": 0,
    "pipeline_version": "paddleocr-vl-1.6+paul-48",
    "engine": "paddleocr_vl",
    "source_run_id": 16961,
    "item_count": 58,
    "counts_by_type": {
        "footer": 2,
        "header": 1,
        "heading": 22,
        "text": 33
    },
    "build_ms": 8,
    "items": [
        {
            "id": "p188.1",
            "order": 1,
            "type": "header",
            "bbox": {
                "l": 290.88,
                "t": 728.64,
                "r": 297.84,
                "b": 719.04
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            },
            "level": 2
        },
        {
            "id": "p188.2",
            "order": 2,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 728.88,
                "r": 265.44,
                "b": 718.32
            },
            "text": "MAT 300: Introduction to Advanced Mathematics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.3",
            "order": 3,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 718.08,
                "r": 298.08,
                "b": 675.84
            },
            "text": "Prerequisite: MAT 210. This course provides an orientation to higher mathematics. Topics include logic, mathematical proof, set theory, relations and functions, and an introduction to mathematical axiom systems."
        },
        {
            "id": "p188.4",
            "order": 4,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 666.24,
                "r": 217.68,
                "b": 655.44
            },
            "text": "MAT 312: Mathematical Programming",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.5",
            "order": 5,
            "type": "text",
            "bbox": {
                "l": 51.84,
                "t": 654.96,
                "r": 277.2,
                "b": 624.48
            },
            "text": "Prerequisites: MAT 125 or MAT 307. This course is an introduction to modern operations research. Modeling, theory,"
        },
        {
            "id": "p188.6",
            "order": 6,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 623.52,
                "r": 290.4,
                "b": 592.32
            },
            "text": "and applications of linear programming, integer programming, scheduling, inventory, and network problems are studied."
        },
        {
            "id": "p188.7",
            "order": 7,
            "type": "text",
            "bbox": {
                "l": 291.36,
                "t": 666,
                "r": 298.08,
                "b": 655.92
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.8",
            "order": 8,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 583.2,
                "r": 182.4,
                "b": 572.16
            },
            "text": "MAT 315: Numerical Analysis",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.9",
            "order": 9,
            "type": "text",
            "bbox": {
                "l": 52.08,
                "t": 572.16,
                "r": 252.96,
                "b": 549.84
            },
            "text": "Prerequisite: MAT 231. Techniques of numerical approximation in analysis and algebra."
        },
        {
            "id": "p188.10",
            "order": 10,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 541.68,
                "r": 207.84,
                "b": 530.64
            },
            "text": "MAT 321: Probability and Statistics",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.11",
            "order": 11,
            "type": "text",
            "bbox": {
                "l": 51.84,
                "t": 530.16,
                "r": 273.12,
                "b": 497.76
            },
            "text": "Prerequisite: MAT 132. Probability, random variables, sampling theory, hypothesis testing, correlation, and regression are studied."
        },
        {
            "id": "p188.12",
            "order": 12,
            "type": "text",
            "bbox": {
                "l": 291.12,
                "t": 582.72,
                "r": 298.08,
                "b": 572.88
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.13",
            "order": 13,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 489.12,
                "r": 177.12,
                "b": 478.08
            },
            "text": "MAT 326: Modern Geometry",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.14",
            "order": 14,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 478.08,
                "r": 298.08,
                "b": 455.76
            },
            "text": "Prerequisite: MAT 300. This course includes study of axiom systems, and Euclidean and projective geometries."
        },
        {
            "id": "p188.15",
            "order": 15,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 447.36,
                "r": 173.76,
                "b": 436.56
            },
            "text": "MAT 401: Modern Algebra I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.16",
            "order": 16,
            "type": "text",
            "bbox": {
                "l": 51.84,
                "t": 436.08,
                "r": 289.2,
                "b": 403.44
            },
            "text": "Prerequisite: MAT 300. Operations, permutations, groups, isomorphism, factors, factor groups, Sylow's theorems, and applications are discussed."
        },
        {
            "id": "p188.17",
            "order": 17,
            "type": "heading",
            "bbox": {
                "l": 51.84,
                "t": 395.04,
                "r": 176.4,
                "b": 384
            },
            "text": "MAT 402: Modern Algebra II",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.18",
            "order": 18,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 384.24,
                "r": 292.32,
                "b": 351.6
            },
            "text": "Prerequisite: MAT 401. Continuation of MAT 401. Rings, integral domains, quotient rings and ideals, extension fields, and vector spaces are studied."
        },
        {
            "id": "p188.19",
            "order": 19,
            "type": "text",
            "bbox": {
                "l": 291.12,
                "t": 447.12,
                "r": 298.08,
                "b": 437.28
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.20",
            "order": 20,
            "type": "text",
            "bbox": {
                "l": 290.88,
                "t": 394.8,
                "r": 297.6,
                "b": 384.48
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.21",
            "order": 21,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 342.72,
                "r": 163.68,
                "b": 331.68
            },
            "text": "MAT 403: Real Analysis I",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.22",
            "order": 22,
            "type": "text",
            "bbox": {
                "l": 51.84,
                "t": 331.44,
                "r": 288.96,
                "b": 288.72
            },
            "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": "p188.23",
            "order": 23,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 279.6,
                "r": 165.84,
                "b": 269.04
            },
            "text": "MAT 404: Real Analysis II",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.24",
            "order": 24,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 268.56,
                "r": 295.2,
                "b": 226.32
            },
            "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": "p188.25",
            "order": 25,
            "type": "heading",
            "bbox": {
                "l": 52.08,
                "t": 216.96,
                "r": 141.12,
                "b": 206.16
            },
            "text": "MAT 411: Topology",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.26",
            "order": 26,
            "type": "text",
            "bbox": {
                "l": 51.36,
                "t": 205.92,
                "r": 295.92,
                "b": 173.52
            },
            "text": "Prerequisite: MAT 300. Topological spaces, metric spaces, separation axioms, connectedness, compactness, continuity, product and quotient spaces."
        },
        {
            "id": "p188.27",
            "order": 27,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 154.56,
                "r": 235.44,
                "b": 143.52
            },
            "text": "MAT 415: Elementary Dynamical Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.28",
            "order": 28,
            "type": "text",
            "bbox": {
                "l": 51.6,
                "t": 143.28,
                "r": 289.92,
                "b": 111.12
            },
            "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": "p188.29",
            "order": 29,
            "type": "text",
            "bbox": {
                "l": 291.12,
                "t": 102,
                "r": 297.84,
                "b": 91.92
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.30",
            "order": 30,
            "type": "heading",
            "bbox": {
                "l": 51.6,
                "t": 101.76,
                "r": 198.48,
                "b": 91.2
            },
            "text": "MAT 460: Mathematics Seminar $ * $",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.31",
            "order": 31,
            "type": "text",
            "bbox": {
                "l": 51.84,
                "t": 90.72,
                "r": 295.68,
                "b": 69.36
            },
            "text": "Prerequisite: Senior standing in mathematics. An integrated overview of the mathematics curriculum. Each student will"
        },
        {
            "id": "p188.32",
            "order": 32,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 729.84,
                "r": 558.96,
                "b": 697.2
            },
            "text": "be required to prepare and present independent investigation of topics of personal/professional interest. May be repeated once for credit."
        },
        {
            "id": "p188.33",
            "order": 33,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 687.6,
                "r": 460.56,
                "b": 677.04
            },
            "text": "MAT 470: Mathematical Modeling",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.34",
            "order": 34,
            "type": "text",
            "bbox": {
                "l": 551.28,
                "t": 686.88,
                "r": 558.96,
                "b": 677.52
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.35",
            "order": 35,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 677.04,
                "r": 559.44,
                "b": 602.16
            },
            "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": "p188.36",
            "order": 36,
            "type": "heading",
            "bbox": {
                "l": 313.2,
                "t": 593.52,
                "r": 499.2,
                "b": 579.84
            },
            "text": "MATHEMATICS AND SCIENCES",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.37",
            "order": 37,
            "type": "heading",
            "bbox": {
                "l": 313.2,
                "t": 569.52,
                "r": 509.04,
                "b": 558.24
            },
            "text": "MSC 171: Math & Sciences Excel Laboratory",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.38",
            "order": 38,
            "type": "text",
            "bbox": {
                "l": 312.72,
                "t": 558.72,
                "r": 558.48,
                "b": 505.68
            },
            "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": "p188.39",
            "order": 39,
            "type": "heading",
            "bbox": {
                "l": 312.72,
                "t": 496.8,
                "r": 473.52,
                "b": 485.76
            },
            "text": "MSC 372: Introduction to Research II",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.40",
            "order": 40,
            "type": "text",
            "bbox": {
                "l": 312.72,
                "t": 485.76,
                "r": 556.08,
                "b": 463.68
            },
            "text": "This course teaches students the skills that are required for performing scientific research."
        },
        {
            "id": "p188.41",
            "order": 41,
            "type": "heading",
            "bbox": {
                "l": 313.68,
                "t": 454.08,
                "r": 403.68,
                "b": 440.64
            },
            "text": "MANAGEMENT",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.42",
            "order": 42,
            "type": "text",
            "bbox": {
                "l": 312.48,
                "t": 427.92,
                "r": 558.48,
                "b": 366.72
            },
            "text": "MGT/MIS 300: Management Information Systems 3\nPrerequisites: BUA 101 or COS 100 or consent of instructor.\nThis course covers fundamental concepts of information systems and how they support management and operations of business organization in an increasingly competitive business world."
        },
        {
            "id": "p188.43",
            "order": 43,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 357.36,
                "r": 474.24,
                "b": 346.32
            },
            "text": "MGT 301: Principles of Management",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.44",
            "order": 44,
            "type": "text",
            "bbox": {
                "l": 312.72,
                "t": 346.56,
                "r": 535.92,
                "b": 313.44
            },
            "text": "Fundamental principles underlying the management of business enterprises, based on planning, organizing, supervising, and controlling various functional activities."
        },
        {
            "id": "p188.45",
            "order": 45,
            "type": "text",
            "bbox": {
                "l": 551.28,
                "t": 356.88,
                "r": 559.2,
                "b": 347.28
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.46",
            "order": 46,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 305.04,
                "r": 483.84,
                "b": 293.76
            },
            "text": "MGT 303: Business Database Systems",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.47",
            "order": 47,
            "type": "text",
            "bbox": {
                "l": 551.28,
                "t": 304.56,
                "r": 558.96,
                "b": 294.96
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.48",
            "order": 48,
            "type": "text",
            "bbox": {
                "l": 312.96,
                "t": 293.76,
                "r": 558.24,
                "b": 262.08
            },
            "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": "p188.49",
            "order": 49,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 252.96,
                "r": 529.44,
                "b": 231.6
            },
            "text": "MGT/MIS 360: Advanced Management Information Systems 3",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.50",
            "order": 50,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 231.36,
                "r": 552.96,
                "b": 187.92
            },
            "text": "Prerequisite: MIS/MGT 300 or PUA 322 or consent of instructor. This course addresses the design, development and use of information systems to make professional or management decisions."
        },
        {
            "id": "p188.51",
            "order": 51,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 178.56,
                "r": 442.32,
                "b": 168
            },
            "text": "MGT 431: Managerial Quality",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.52",
            "order": 52,
            "type": "text",
            "bbox": {
                "l": 312.24,
                "t": 168,
                "r": 552.72,
                "b": 114.24
            },
            "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": "p188.53",
            "order": 53,
            "type": "text",
            "bbox": {
                "l": 551.28,
                "t": 178.08,
                "r": 558.96,
                "b": 168
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.54",
            "order": 54,
            "type": "heading",
            "bbox": {
                "l": 312.96,
                "t": 105.84,
                "r": 498.96,
                "b": 94.8
            },
            "text": "MGT 433: Human Resources Management",
            "attrs": {
                "block_label": "paragraph_title"
            },
            "level": 3
        },
        {
            "id": "p188.55",
            "order": 55,
            "type": "text",
            "bbox": {
                "l": 551.52,
                "t": 105.6,
                "r": 558.72,
                "b": 95.76
            },
            "text": "3",
            "attrs": {
                "block_label": "aside_text"
            }
        },
        {
            "id": "p188.56",
            "order": 56,
            "type": "text",
            "bbox": {
                "l": 312.72,
                "t": 94.32,
                "r": 558.96,
                "b": 62.4
            },
            "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": "p188.57",
            "order": 57,
            "type": "footer",
            "bbox": {
                "l": 53.52,
                "t": 48.48,
                "r": 72.96,
                "b": 36.96
            },
            "text": "180",
            "attrs": {
                "block_label": "number"
            }
        },
        {
            "id": "p188.58",
            "order": 58,
            "type": "footer",
            "bbox": {
                "l": 88.56,
                "t": 47.04,
                "r": 215.28,
                "b": 36
            },
            "text": "KSU CATALOGUE, 2004-2005",
            "attrs": {
                "block_label": "footer"
            }
        }
    ],
    "excluded_furniture": {
        "first": [],
        "last": []
    }
}