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Artificial Intelligence

Discuss about the Recent Advances in Artificial Intelligence.

The report introduces the concept of artificial intelligence. The report defines the various advantages and the various disadvantages of the artificial intelligence concept. The report defines the various technologies that have been developed in the recent times in the field of the artificial intelligence. The purpose of the report is to define the various new technologies that have developed in the recent time and how these technologies can be implemented in the organization. Artificial intelligence is an important and a useful concept, proper implementation of which helps in the gaining of the competitive advantage to the organization. All these importance and the functions of the technology of artificial intelligence has been put forward in the report. The use of the new advancements in the field of artificial intelligence in the organization has been presented in the report. The various organization face difficulty in the making of the important decisions regarding the project or the other decisions.  All these problems are solved by the use of the technology of the artificial intelligence (Buzko et al. 2016). The companies also face the problem in the maintenance of the large amount of data and the protection of the confidential information. These problems are also solved by the use of the artificial intelligence techniques. Thus, artificial intelligence in today’s world is an important tool and is implemented by most of the organization for the smooth functioning and the proper running of the organization. The report presents the use of the artificial intelligence in the SellMart organization. The process in which the technology can be implemented in the organization helps in the better understanding of the implementation of the process.

The organization that has been chosen for the presentation of the concept of artificial intelligence is SellMart. This is an online website that is responsible for the selling of the large number of products of different variety. As a result of which a large number of products have to be handled. A large number of decisions has to be made in order to operate the organization in a proper manner and in order to make the correct amount of profit. The organization also has a team for the handling of the website and the application of the organization. There are a large number of employees that have to be handled by the organization. The organization thus has to be make the use of the artificial intelligence technology in order to handle the situation and the problems that may be arising in the organization. The organization is looking to expand and increase the number of the products and for this a proper planning is required on how to proceed and the discussion of the work flow also have to be made. The organization being an online one is more prone to be attacked by the various hackers and the various unethical and the unauthorized users. Thus the use of the artificial intelligence has to be made in order to run the organization in a proper manner.

Advanced Technologies in Artificial Intelligence

The concept of artificial intelligence involves the intelligence that is shown by the machines such as the intelligence that is displayed by the humans. The working of the artificial intelligence technology involves the taking of the decisions or the necessary actions depending on the environment and the surroundings. The use of the artificial intelligence is generally made at the time of problem solving and learning. The use of the concept of artificial intelligence is increasing as the machines are becoming more and more intelligent and can carry out the task at a faster rate and much more efficiently (Nilsson 2014). Thus, the process of automation can be used in order to carry out a number of tasks. The various tasks that the process of artificial intelligence can carry out are the event of understanding the speech of the humans, the use for competing in the strategic games. The concept of the artificial intelligence is extended to the autonomous cars, the proper implementation of which will result in the change of the way people travel. Appendix 1 shows the concept of artificial intelligence. The smart routing in the process of delivery is also another solution that is presented by the concept of artificial intelligence.

Natural Language Generation: The process of natural language generation is a new implementation of the concept of artificial intelligence. The purpose of the natural language generation process is to convert the data into text. This will help in the analysis of the data at a faster rate and in a much efficient and effective manner. The use of the natural language generation process can be made in the various sectors of the organization such as that of the customer service and the analysis of the large number of information (Nilsson 2014). There is a large number of data regarding the various projects that is done by the organization. All these data has to be analyzed, collected and calculated. It is not feasible for the human mind to carry out the process. The machines carry out the process of converting the large number of complex and huge data into text. This will help in the easy and correct analysis of the data. The calculation of the profit can also be made in an easy manner. There are reports that have to be generated on the basis of the reviews of the customers. This is also carried out by the process of artificial intelligence.

Speech Recognition: The use of speech recognition falls under the category of artificial intelligence. The field of artificial intelligence is wide and the speech recognition technology is one of the recent and advanced technologies that comes under the category of artificial intelligence. The use of the speech recognition technology has been made by the various organization to make the work process of the organization easy and maintain the workflow of the organization (Spiro et al. 2017). This can help in the storage of any of the information, which was earlier used. By the use of the speech recognition system, the information can then be retrieved. Any of the instruction that is given to the speech recognition system earlier, may be used later as all the instruction and the information gets stored.


Virtual agent: A virtual agent involves the agent that is computer based. This is an implementation of the artificial intelligence, where the implementation of the concept involves the replying of the questions by a machine. This application of artificial intelligence helps in the saving of the time of the organization and helps in the handling of the customer. It is not possible for the employees of the organization to handle a large number of clients at the same time. Thus, for the customer satisfaction and for the saving of time of the organization, the auto- generated message is generated. In the auto generated message there are various information of the organization that is generally presented to the customer (Copeland 2015). The use of the virtual agents or the virtual bot helps in the solving of the various problem of the user. The main working principle of the virtual agent involves the  storage of the information and then answering the answer that is asked by the user. The whole process takes place in an automated manner. This is an implementation of the technology of artificial intelligence where the answer to the questions or the various queries of the customer is put forward. The Appendix 3 puts forward the virtual agent concept in a clear manner. The implementation of this is made when a person orders a product and an auto generated message is produced.

Machine learning platforms: The machine learning is an important function that is implemented by the various organization. The concept of machine learning is an useful concept that is implemented for the finding of the various solutions. The use of the machine learning concept may be used in order to compare a large number of results and put forward the best solution that is possible. The use of the machine learning is being treated with primary importance as the use of the machine learning will help in the comparison of a large number of data and information. This will help in the obtaining of the best solution that is possible. This will lead to the increase of the efficiency and the productivity of the work of the organization. The machine learning platform may also be used for another sensitive purpose that is for the protection of the data and the information of the organization (Conitzer et al. 2016). This can be done by the method of viewing the previous information that is available. The use of the machine learning concept helps in the viewing of the data regarding the previous cyber security methods that was used and on the basis of these previous data the best solution or the best method for the protection of the data and the information is applied and implemented. Thus the application of artificial intelligence in the machine learning field has been helpful for the various organizations in the decision making purpose.

Decision Management: The proper making of the decision is a challenge for all the organizations. The proper decision- making can make the deal or break the deal. The proper decision is responsible either for the betterment of the organization or may even lead to the downfall of the organization. Thus, the proper decision- making for all types of organization from small to large is necessary. The use of the artificial intelligence is being made by the organizations in order to make the intelligent decisions. The use of artificial intelligence helps in the setting of the various rules, following which helps in the organization to make improvement and obtain competitive advantage over the other organizations. The artificial method makes the use of the various factors in order to make the decision. The use of the artificial intelligence concept can be used for the decision making taking into consideration the various environments and the surrounding. The artificial intelligence also considers the previous data if any are present. If a similar situation has occurred in the past, then on the basis of the previous solution that was applied the decision is made (Bond and Gasser 2014). It is also checked whether previously the application of the previous solution resulted in a positive or a negative situation. The artificial intelligence is the main tool that is used nowadays by the various organizations in order to make the decisions that is related to the investments that has to be made by the organization. The Appendix 2 shows the decision making concept by the use of artificial intelligence. The calculations of the profitability is kept in mind while making the calculation related to the investments that have to be made. All the calculations are made such that the profit is recognized by the organization. The use of the artificial intelligence can be used in order to calculate the profit in an automatic manner. There are large number of projects that is done by the organization. It is not possible for the organization to make the calculation for all the projects. Thus the use of the artificial intelligence is made. With the machines becoming more efficient, the use of the artificial intelligence for the calculation of the investment and the profit increases the efficiency of the organization.


The artificial intelligence technology. The biometrics can be used for the storage of a large number of information of a particular person. The use of the any of the body part of the person for the proper identification of the Biometrics: The biometrics is another important application of tperson may be used or for the characteristic of the person. The biometrics may be identified just with the use of a part of the body such as the finger. The main working function of the biometrics is that just by the use of the finger the information of the person can be obtained (Vatsa, Singh and Majumdar 2018). The finger has to kept on the sensor. By matching the finger pattern, the biometric can match and display all the information to the user. The use of biometrics makes the use of concept of artificial intelligence for the recognition of the pattern of the finger and showing of the information according to the finger pattern. The Appendix 4 presents the biometric system.

The various organization uses the concept of artificial intelligence in order to gain the competitive advantage and to run the business in a proper and smooth manner. The SellMart organization also looks forward to the use of the artificial intelligence in order to plan the organization and can execute the plans of expanding in a proper manner. The technologies that is used by the SellMart organization is the machine learning, virtual agent and decision management. The SellMart organization is a relatively new organization that is looking forward to grow and expand (Stone, Neely and Lengnick-Hall 2018). Thus, the proper planning is necessary for the proper operation of the organization after the expansion of the organization is made. This can be done by the help of artificial intelligence, which helps in the putting forward of the plan and the way in which the work process has to be carried out in order to grow and compete with the brands that are already settled in the market. The use of the artificial intelligence helps in the recognition which product has the capability and the probability of making the maximum profit. The growth and the success of the organization depends on the working of the employees. The working of the employees helps the company in growing and helps in the execution of the plans. The use of the artificial intelligence helps in the identification of the employee who can work in a particular field towards the increase of the productivity of the organization.

The implementation of the machine learning concept under the concept of artificial intelligence is used by the SellMart organization for the making a number of decisions in the basis of the previous data an information. The price when the organization is providing  offers is decided on the basis of the previous data that is present. The use of machine learning concept comes into existence in this situation. The machine learning process is used in the process where the previous data is used in order to get to a solution by the comparison of the previous data that is present. There may be situation when the product after the time of delivery is broken and is reported by the customer. In this situation, it has to be checked in such a situation what step was taken in order to get rid of the problem (Kasprick et al. 2016). As the business is an online one, therefore there is high chances of the network or the website of the organization being hacked. Thus the solution has to be presented so that the data and the information can be saved. The data that is stored in the database may be attacked and in this way the information of all the products would be affected and the website would  not be working in  a proper manner thus resulting in the loss of the organization. The network of the organization can also be hacked. This has greater chance of affecting the organization. The reason for that is the effect that the hacking would have on the organization. The hacking of the network of the organization leads to the gaining the access of the systems of the organization (Ghahramani 2015). The hacking of the network also involves the getting hold of the transactions that is taking place. The gaining of the access to the transactions may affect the large number of transactions that are taking place. The hacker may even steal the large amounts from the large number of customers that are being transferred into the account of the organization.

The help of the concept of machine learning can overcome the problem of cyber security. Machine Learning can provide the solution that is to be used in order to get rid of the cyber security issues that may occur. The machine learning may present the solution of cloud computing to be used as the solution of cyber security. The use of IAM role in cloud computing can be used for the prevention of the cyber security attacks. The result of the application of machine learning may even be the use of firewall. This depends on the situation and the degree of the attack on the organization. The solution that is presented depends on the cyber security issue that has occurred. The use of firewall can always be presented and put forward for the constant protection of the data and the information of the organization (Yampolskiy and Spellchecker 2016). The use of the concept of snapshot and the use of the IAM role play an important role in the protection of the data and information. The use of the snapshot concept is made in order to  protect the loss of any form of data. The use of the snapshot helps in the storage of all the activities that is carried out by the organizations. This helps in the storage of the information of the projects that is carried out by the organization. The other forms of data and information that is stored in the system of the organization are stored as back up in the snapshot. This helps in the backing up of data that is present in the system of organization. The use of the IAM role in the cloud computing software helps in the protection of the data and the information. The IAM role concept helps in the protection of the data by the use of the security credentials. These are the solutions that are put forward by the use of artificial intelligence.


The next concept under artificial intelligence that is put forward is the use of the virtual agent. When the customer places the order in SellMart for a particular product then the confirmation message is sent to the customer. It is not feasible for the employees to send the large number of messages to the customers. As a result of which the use of virtual agent is made for carrying out these automated processes of communicating with the customer. The virtual agent concept is a latest technology that is used by the various organizations in order to overcome the issues of facing issues regarding the communication with the customer. The use of the virtual agent is also made in order to call the customer and confirm the order that is placed (Dilek, Çak?r and Ayd?n 2015). This is also an automated process that is carried out by the organization in order to get rid of any kind of fraud that may take place. This concept under the artificial intelligence can be used in order to save the time of the organization. The organization in this time can carry out other processes. The use of this virtual agent can be made in order to ease the work of the employees and in turn increase the productivity of the work.

The other concept that is being used under the artificial intelligence parameter is the decision making process. The decision making process can be carried out by the help of the artificial intelligence. The use of the artificial intelligence concept helps in the efficient making of the decisions as the use of the artificial intelligence helps in the checking of the previous and the present data and then putting forward the best possible solution that may be possible (Kiela et al. 2016). The decision making process involves the putting forward the solution towards the best deal that may be possible for the organization. The use of the artificial intelligence can be made for the intelligent decision making by the organization on the various fields such as the project that should be undertaken, the investment that should be made and many such important decisions, which is important for the efficient working of the organization.

Conclusion:

From the report, it can be concluded that the use of artificial intelligence can be made in order to gain competitive advantage over the other organization. There a large number of advancements that have been made in the field of artificial intelligence and the various organizations are implementing these concepts in order to carry out the work of the organization in an efficient manner. The various tools that are introduced in the recent times under the field of artificial intelligence are the decision making tools mainly and the cyber security tools. Thus, the use of new tools of artificial intelligence can be made by the various organizations for the obtaining of efficient working functions.

References:

Bond, A.H. and Gasser, L. eds., 2014. Readings in distributed artificial intelligence. Morgan Kaufmann.

Buzko, I., Dyachenko, Y., Petrova, M., Nenkov, N., Tuleninova, D. and Koeva, K., 2016. Artificial Intelligence technologies in human resource development. Computer Modelling and New Technologies, 20(2), pp.26-29.

Conitzer, V., Sinnott-Armstrong, W., Borg, J.S., Deng, Y. and Kramer, M., 2017. Moral Decision Making Frameworks for Artificial Intelligence. In AAAI (pp. 4831-4835).

Copeland, J., 2015. Artificial intelligence: A philosophical introduction. John Wiley & Sons.

Dilek, S., Çak?r, H. and Ayd?n, M., 2015. Applications of artificial intelligence techniques to combating cyber crimes: A review. arXiv preprint arXiv:1502.03552.

Ghahramani, Z., 2015. Probabilistic machine learning and artificial intelligence. Nature, 521(7553), p.452.

Kasprick, R., Hoffman, J., Straub, J. and Kim, E., 2016. Cyber Security Artificial Intelligence Expert System.

Kiela, D., Bulat, L., Vero, A.L. and Clark, S., 2016. Virtual embodiment: A scalable long-term strategy for artificial intelligence research. arXiv preprint arXiv:1610.07432.

Nilsson, N.J., 2014. Principles of artificial intelligence. Morgan Kaufmann.

Russell, S.J. and Norvig, P., 2016. Artificial intelligence: a modern approach. Malaysia; Pearson Education Limited,.

Spiro, R.J., Bruce, B.C. and Brewer, W.F. eds., 2017. Theoretical issues in reading comprehension: Perspectives from cognitive psychology, linguistics, artificial intelligence and education (Vol. 11). Routledge.

Stone, C.B., Neely, A.R. and Lengnick-Hall, M.L., 2018. Human Resource Management in the Digital Age: Big Data, HR Analytics and Artificial Intelligence. In Management and Technological Challenges in the Digital Age (pp. 13-42). CRC Press.

Vatsa, M., Singh, R. and Majumdar, A. eds., 2018. Deep Learning in Biometrics. CRC Press.

Yampolskiy, R.V. and Spellchecker, M.S., 2016. Artificial Intelligence Safety and Cybersecurity: a Timeline of AI Failures. arXiv preprint arXiv:1610.07997.

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