Answer:
Data mining refers to the ability of an organization to extract relevant information for a large reservoir of data that belong to its users for the purpose of increasing service/product efficiency.
One example of a company that requires data mining for the success of its business is Amazon. Amazon is categorized by many as an online retail giant. Their Customer-Centric approach to doing business is enhanced by their ability to leverage off historical data to reduce the time spent on resolving customer queries and/or complaints.
Generally, there are four basic data mining functions. They are:
- Prediction Function: This function allows for the owner to spot patterns in behavior and use this as a yardstick to predict for forecast other variables that will enable the increment in the quality of value offered/delivered.
- Function Description: This functionality highlights attributes of a set of data in the database
- Classification Function: This is very close to Function Description only that in this case, it helps in the creation of a model that describes the class or concept of data.
- Association Function: This functionality highlights the relationship between data
The above functions cannot be carried out by data query processing or simple statistical analysis because data mining involves the identification of patterns and relationships using algorithms whilst data query refers to the issuance of instructions in search of specific results.
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Answer:
Explanation:
Overhead allocated to Product X = Department A overhead cost+ Department B overhead cost
= $51,157.84+$5755.62=
= $56,913
Calculations:
Using a single-driver allocation system, with direct labor hours as the driver, how much overhead was allocated to Product X:
Department A's Overhead rate per labor hour = Overhead costs/Total direct labor hours = $4300000/60000 hours = $71.66 per hour
Overhead (Department A) = $71.66per hour*724 labor hours
= $51,157.84
Department B's Overhead rate per labor hour = Overhead costs/Total direct labor hours = $2200000/60000 hours = $36.66 per hour
Overhead (Department A) = $36.66 per hour*157 labor hours
= $5755.62
"Learning, reasoning, and self-awareness" are among the people, procedures, equipment, software, data, and knowledge needed to create computer systems and computers that may replicate human intelligence.
<h3>Define the term process intelligence?</h3>
Process intelligence is intelligence that has been methodically gathered to examine each step in an operational workflow or business process.
- An organization can increase operational efficiency and detect bottlenecks with the aid of process intelligence.
- Process intelligence aims to give an organization reliable information about the work items that are currently in use, who is performing them, how long it takes to finish each task, how long the average waiting time is, and which of the bottlenecks are.
- By tracking and examining processes in the past or in the present, process intelligence technology can assist an organization in improving process management.
- Software for process intelligence is particularly helpful for managing and evaluating nonlinear processes with numerous dependencies.
Thus, the people, processes, tools, gear, software, information, and knowledge required to build computer systems and computers that might replicate human intelligence include "learning, reasoning, and self-awareness."
To know more about the cognitive process, here
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His firm is using a sales orientation
Sales orientation refers to a business technique that rely on it's selling and persuasion technique as their main source of income.
Company that use sales orientation usually sold a type of product that is high in price and not commonly bought by the costumers in large quantity.
Answer:
Company ABC has two primary segments.
Explanation:
Market segmentation involves splitting up an organization's clients into groups by putting people with similar characteristics in one group.
Similar characteristics could be age,sex,level of income and even level of literacy.
By segmenting markets,an organization is able to identify the customers who contribute most to its bottom line and decide on how to deal with them so as to keep them satisfied and ensured their repeat business