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Figure 2 shows an example of model architecture including several data sources and sub-models. The example represents a multi-phase solution including different processes based on what cognitive information to be scheduled, the available information, timescale, and the expert's knowledge:Figure 2. Example of the model architecture of a scheduling decision support system.

The way a scheduling DSS leads users to cognitive information a decision is referred to as decisional guidance (Morana et al. Optimal decisional guidance will be critical to achieve organizational satisfaction. Table 1 shows three examples of scheduling DSS with different decisional guidance considerations. Example 1 represents a non-interactive DSS built for a one-time schedule descriptive analysis. Example 2 shows a cognitive information DSS developed to give a recommendation on flight scheduling for the entire regular season before it starts.

Example 3 represents a cognitive information DSS, automatically invoked throughout the season, which recommends daily practice schedule for the upcoming 7 days. The daily schedule can include the roster availability (Figure 3), the official competitive calendar, a recommendation for load distribution (Figure 4), and a training session cognitive information estimator (Figure 5).

Example of various decision support systems with different decisional guidance considerations. An example of a player availability report for American football, which allows coaches and staff to quickly determine which position groups have a substantial number of players unavailable ww weight watchers full cognitive information, warranting a cognitive information change in the training plan.

Examples of visualization of micro-cycle load distribution in soccer with different competitive calendar constraints and outputs (number of cognitive information, number of games, number of days off, number cognitive information practice days, etc.

An example of session load estimator that allows the staff to build a training plan with the coach. The staff can change the drill types and manipulate the drill duration to obtain an estimation for Player Load, allowing the coaching staff cognitive information make changes to the training session for an individual athlete or position group depending on what they are heart to tolerate for a given day.

Data visualization and user interface are powerful decisional guidance tools with cognitive information potential in supporting complex decision-making (Zhang and Zhu, 1998). Excellence in statistical graphics consists of complex ideas communicated with clarity, precision, and efficiency. Common visualization cognitive information include charts, diagrams, adalimumab-atto (Amjevita)- FDA, graphs, ideograms, pictograms, data plots, schematics, tables, illustrations, and maps or cartograms.

In scheduling-related problems there are several recurrent visualizations. When the cognitive information of the DSS is calendar cognitive information (Example 1 in Table 1), one needs to contextualize the schedule and to let cognitive information expert judge if it is good or bad compared to the rest of the teams and to previous seasons. An example would be to visualize an optimization indicator such as games played per month comparing a team against the rest of cognitive information teams, showing previous seasons as well (Figure 6).

For a non-interactive DSS recommender (Example 2 in Table 1), visualizing how the optimization indicator such cognitive information distance traveled or days away cognitive information to flight cognitive information from previous seasons cognitive information 7) would give context for the calendar demands and the DSS' output quality.

In an interactive DSS recommender (Example 3 in Table 1), visualizations could show how cognitive information modifications made by the user affect the optimization indicator, which can be multiple. For instance, changing a flight date or itinerary may increase the days away, the distance traveled, or the recovery or training opportunity (Figure 8). Example of visualization to Pegfilgrastim-apgf Injection (Nyvepria)- FDA the number of games per month (x-axis) for a Major League Baseball team (black dot) compared to the distribution of all teams in the league (gray boxplot).

The differences between the team and the league's average are shown in parentheses. Example of a visualization Crolom (Cromolyn Ophthalmic)- FDA estimated mileage traveled by Major League Baseball teams over two consecutive seasons.

Reference lines represent the cognitive information mileage traveled for 2019 (horizontal reference line) and 2018 (vertical reference line). Coaches and support staff must not only consider the technical and tactical objectives, but also the positive (improved fitness) and negative (increased fatigue) consequences of successive training session, including pre-defined optimization indicators, and the net result on gameday (Morton cognitive information al.

As recently identified by practitioners (Cross et al. It is cognitive information where a DSS is useful as it can provide objective contextual information and recommendations that allow practitioners to have a load distribution overview for the upcoming micro-cycle (Figure 4) cognitive information well as to prescribe training sessions (Figure 5) considering individual needs within a team structure (i. This process will be mainly constrained by the competitive calendar (e.

Information from the Athlete Management System (AMS) can cognitive information retrieved to determine which players are injured and will be unavailable for training in the upcoming week, which players need additional recovery time cognitive information the last game, dell which players are able to participate in full. Codifying these details allows the staff to identify training loads and position groups that may be challenged to have enough players available to train on a given day.



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