• Optimized Scheduling: AI can analyze patterns in scheduling data to suggest the best times for meetings, ensuring minimal conflicts and maximum productivity.
• Predictive Analytics: AI models can forecast future availability or resource needs based on historical scheduling data, allowing users to plan more effectively.
• Automated Conflict Resolution: AI can automatically detect and resolve scheduling conflicts, reducing the need for manual adjustments.
• Personalized Scheduling: AI can adapt scheduling recommendations based on individual user preferences and habits, leading to a more personalized experience.

<link rel="stylesheet" href="https://jqwidgets.com/public/jqwidgets/styles/jqx.base.css" type="text/css" />
<script type="text/javascript" src="https://jqwidgets.com/public/jqwidgets/jqx-all.js"></script>

<div id="scheduler"></div>

<script type="text/javascript">
    $(document).ready(function () {
        var appointments = [
            { id: "id1", description: "Meeting", location: "", subject: "Project Update", calendar: "Work", start: new Date(2024, 7, 14, 9, 0, 0), end: new Date(2024, 7, 14, 10, 0, 0) },
            { id: "id2", description: "Conference", location: "", subject: "Annual Review", calendar: "Work", start: new Date(2024, 7, 14, 11, 0, 0), end: new Date(2024, 7, 14, 13, 0, 0) }
            // Add more appointments as needed
        ];

        var source = {
            dataType: "array",
            dataFields: [
                { name: 'id', type: 'string' },
                { name: 'description', type: 'string' },
                { name: 'location', type: 'string' },
                { name: 'subject', type: 'string' },
                { name: 'calendar', type: 'string' },
                { name: 'start', type: 'date' },
                { name: 'end', type: 'date' }
            ],
            id: 'id',
            localData: appointments
        };

        var dataAdapter = new $.jqx.dataAdapter(source);

        $("#scheduler").jqxScheduler({
            date: new $.jqx.date(2024, 7, 14),
            width: 850,
            height: 600,
            source: dataAdapter,
            view: 'weekView',
            showLegend: true,
            resources: {
                colorScheme: "scheme05",
                dataField: "calendar",
                source: new $.jqx.dataAdapter(source)
            },
            appointmentDataFields: {
                from: "start",
                to: "end",
                id: "id",
                description: "description",
                location: "location",
                subject: "subject",
                resourceId: "calendar"
            },
            views: ['dayView', 'weekView', 'monthView']
        });
    });
</script>

<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs"></script>

<script type="text/javascript">
    $(document).ready(function () {
        // Existing jqxScheduler setup...

        async function suggestOptimalTimeSlot(appointments) {
            // Load or define your model here
            const model = await tf.loadLayersModel('path/to/model.json');
            const inputTensor = tf.tensor([appointments]);
            const prediction = model.predict(inputTensor);
            return prediction.dataSync()[0];  // Returns the optimal time slot
        }

        // Example usage with scheduler
        $("#scheduler").on('appointmentAdd', async function (event) {
            let newAppointment = event.args.appointment;
            let suggestedTimeSlot = await suggestOptimalTimeSlot(newAppointment);
            // Update the appointment with the suggested time slot
            newAppointment.start = suggestedTimeSlot.start;
            newAppointment.end = suggestedTimeSlot.end;
        });
    });
</script>