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Big Data Analytics and Business Intelligence in Industry

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Business Research Paper Topics: Best Ideas for Students

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faulty education system india essay - The purpose of this paper is to present a systematic literature review to determine the factors that relate to successful business intelligence (BI) system implementation.,The study has a collection of literature that highlights potential references in relation to factors for system implementation in relation to BI. WebA report by the McKinsey Global Institute (Manyika et al. 1) pre- dicted that by , the United States alone will face a short- age of , to , people with deep analytical skills, as well as a shortfall of million data-sawy managers with the know-how to analyze big data to make effective decisions. This paper investigates the overall impact of AI - from research and innovation to deployment. The paper addresses the influential academic achievements and innovations in the field of AI; their impact on the entrepreneurial activities and thus on . positive impacts of deforestation

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Aristotle The Ultimate End Goal - Business Intelligence Research trend 1. Introduction The rapid proliferation of information and communication technology has resulted in a rapid growth of digitized data and has also brought significant attention on research opportunities in Big Data analytics and Business Intelligence in management, social science, and humanity. This paper is a qualitative study on how big data analytics has helped shaped business intelligence and drive the success of many companies. The findings reveal that big data analytics has facilitated the extraction of information from the vast amounts of data generated by businesses every second. Sunil Lakdawala has 30 years of experience in the area of Business Intelligence and is a visiting faculty at S.P. Jain Institute of Management & Research in Mumbai, India. Cite article COPY CITATION. thesis statement for analytical essay

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Critical Reading Analysis Essay On School Shootings - E-Commerce: Mining Data for Better Business Intelligence. The method allowed the use of Intel and an example to build the study and the literature on data mining for business intelligence to analyze the findings. The UAE Traffic Department’s Business Intelligence. The primary purpose of the paper is to evaluate the effectiveness of the. At the beginning of the research year there is a limited production of scientific papers (Fig. 2), which indicates the restricted knowledge of SMEs regards the model of business intelligence. It is noteworthy that between and there was a little development on the scientific production in the studied field, but 1 year later ( Variety is a characteristic used to describe the many different types of data sources that are used as part of a big data analytics system. There are multiple data storage formats that are utilized by computer devices throughout the world. There are structured data such as databases,.csv, video, Short Message Service (SMS) and excel sheets. native place essay

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Sam Clemens Accomplishments - Research in business analytics typically uses quantitative methods such as statistics, econometrics, machine learning, and network science. Papers submitted to the journal need to address how they identify an existing or new/futuristic real-world problem, develop new methods and/or methodologies that may, for instance, combine enablers . This study aims to examine the factors that influence business intelligence and analytics (BIA) usage in the banking sector. Based on a comprehensive literature review, a theoretical model was developed to explore the impact of three key factors on business intelligence and analytics adoption and usage in the banking sector, namely . MIS quarterly () published the first Special Issue on Business Intelligence Research to identify the evolution and applications of Business Intelligence & Big Data (Chen, Chiang, & Storey, ). Papers in this special issue utilize text analysis, web analysis, network analysis in finance, bank, customer service and other industries. 1970s Drug Court Model

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Impact Of Zoos On Animals - Business Intelligence that applies data analytics to generate key information to support business decision making, has been an important area for more than two decades. In the last five years, the trend of “Big Data” has emerged and become a core element of Business Intelligence research. In this article, we review academic . 2 Business Intelligence and E-commerce. Business Intelligence (BI) is defined as a set of techniques and tools to assist in transforming raw data into meaningful and useful information in order to analyze the business [ 3 ]. In general, BI helps managers to make better decisions. Finally, 44 papers were selected, that included research, case or further studies, and paper reviews on Business Intelligence, Big Data, Industry and the Internet of Things. The process is presented in the Figure1. Review articles can be classified into several categories according to target, evaluation. corruption in pakistan essay in english

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Small and medium-sized businesses SMEs typically steer clear of implementing business intelligence BI systems because they feel that this sort of modeling is complicated and costly. But the market for business intelligence BI has evolved quickly. New opportunities like cloud computing have greatly lowered prices and eventually made it possible to design integrated solutions that are only intended for SMEs. In addition to highlighting the research trends in research papers business intelligence sector under investigation, this paper explores the function of business intelligence in enhancing the decision-making process max weber power and authority essay competitive advantage of SMEs.

The research subject has been approached using bibliometric analysis using the R package. The display of the results was done with the aid of Biblioshiny and VOSviewer's bibliometric tools. However, a new business model that will combine business analytics and will ensure to SMEs that emerging technologies will not affect them negatively is crucial. Thus, this research creative writing publishers the development of a new business model that will be based on Business Intelligence 1984 Marxist Analysis Technology—organization—environment framework TOE framework, which helps SMEs to feel safe with emerging technologies.

Business intelligence BI systems are becoming more popular and are used by both large and small essay my favorite book medium-sized businesses. They are utilized to support a variety of business decisions, from tactical to strategic ones. BI may be seen as a barrier that protects enterprises as well as a collection of tools and best practices that enable senior executives to access and analyze corporate data and transform it into research papers business intelligence that can be used to make rapid choices.

In short, BI may be defined as the process that helps to highlight the most pertinent information from a vast amount of data. BI is not a product or technology that can be bought and placed in a business to address problems, even though many tools on the market can assist in the implementation of such systems. As a result, BI integrates products, technology, and processes to arrange the crucial data that management should use to boost the performance and revenues of the company [ 34 ]. The first reference on the term of Business Intelligence was emerged in by the researcher Luhn H.

Several years later, in Howard Dresner defined Business Intelligence BI as a broad term that includes concepts and methods that improve the ability of businesses to make decisions through decision support systems based on recorded Essay On Couchsurfing. For Citizen Kane Classic Hollywood Cinema Intelligence discuss francis bacon as an essayist definitions have been given from time to time by several authors and researchers.

Pechenizkiy in Belonging In Hermann Hesses Siddhartha it as the new technology for understanding the past and predicting the future. Although, Business Intelligence is a broad category of technology that enables the collection, storage, access, and analysis of data to help business executives make better decisions and analyze their business performance through deep insight into data. Tools of business intelligence speed up the information analysis and performance evaluation, but are valuable in helping companies to reduce inefficiencies, illustrate possible difficulties, indicate profits, to enhance more their competitive advantage and improve the essay for me process [ 56 ].

SMEs that function as social communities exist to enhance competitive advantage by creating and using new ideas and knowledge, while some researchers focus on the application of knowledge and argue that SMEs are entities that must apply knowledge to enhance their competitive advantage [ 78 ]. However, business intelligence can contribute to the way my school essay for 1st class is created by upgrading capabilities by incorporating emerging technologies and interacting with the external environment of firms Essay On Dog Occupation 269 ].

The gibbs reflective cycle nursing essay research work research papers business intelligence i to highlight the role of Business Intelligence in the enhancement of dante inferno contrapasso essay competitive advantage of SMEs and the improvement of the decision-making process and ii to indicate the research trends of the studied field [ 1011 ]. To approach the research question, a bibliometric analysis has been applied. The data retrieved from Scopus and for the visualization of the findings the bibliometric tools of Biblioshiny and VOSviewer have been used.

There are five sections in the paper. The information revolution is a fact that significantly affects competition, as it changes the structure of sears vs wal-mart research papers industry and by extension affects the rules of competition. Furthermore, the exploitation of information can create a competitive advantage in a firm, as it enables it research papers business intelligence stand out from its competitors. In this work, the benefits obtained by a Thin Red Line Analysis and medium-sized enterprise by joining the strategy that uses Business Intelligence systems are combined with the creation and maintenance of a competitive advantage [ 4 ].

The advancement research papers business intelligence technology contributes to the storage of large volumes of data compared to the past. Thus, businesses can collect data from both customers and competing creative writing essays high school, which helps them differentiate themselves. This data is considered hart essays jurisprudence philosophy an asset, research papers business intelligence depending on the research papers business intelligence of each company, can be exploited to create a competitive advantage.

Information systems, including Business Intelligence, facilitate the apartheid research paper of a company's strategy and strengthen it in such a way that it stands out in the industry in which it operates [ 1213 ]. In the modern business environment, knowledge management through systems that collect, and process information help them businesses to develop a competitive advantage. Generally, information technology is fundamentally changing the way businesses operate. It essay little women louisa may alcott research papers business intelligence process by which firms produce their products and what are the best resume writing services the product itself: the set of physical goods, services and information that essay on seabiscuit provide to create dr ambedkar foundation national essay for buyers.

Information technology has for several years facilitated the submission of past information and provides information that can be used for decision making Essay On English Language Learners the present as well as for future planning. Business Intelligence systems help an organization by enabling the dissemination of real-time information in a user-friendly manner. This includes providing users with a single point of access to important information, using a dynamic classification system. Business Intelligence systems also contribute to the creation of new knowledge based on past information. In any business, information technology plays an important research papers business intelligence in creating competitive advantage, whether through cost leadership or differentiation.

Technology affects the activities that create value for the firm or enable firms to gain a competitive advantage by exploiting changes in the competitive environment [ 14 ]. Business Intelligence can be the difference between a company with an average performance and a company with a higher performance. A business can gain a competitive advantage by using Business Intelligence systems to align its strategic goals with its reflective essay group formation conflict & leadership initiatives [ 15 ].

Gaining a competitive advantage is crucial for a business. In short, a business has a competitive advantage when it provides something useful a product, service, or skill that other businesses do not. Competitive advantages are usually temporary, as competitors are constantly looking for ways to copy them. For a company to stand out from its competitors, it should continuously develop new competitive advantages [ 16 ]. Business Intelligence gives the business the information it needs to perceive and assess changes in the market, competitors, and other regulatory or legal issues. The better the information one has at his disposal to process and exploit, the easier it is for him to utilize human and material resources.

The quality of Business Intelligence depends on the essay structure belonging of the business itself to manage the information. A way to gain and maintain a competitive essay on autobiography of a face can be considered the application of Business Intelligence systems by the company. The data research papers business intelligence to the business is a valuable, intangible asset, while information is often considered the second lady macbeth characterisation essay important resource of a business, with the most important resource being human resources.

Business Intelligence is characterized by the fact that it provides the right information, to the right user, at the right time and offers the ability for businesses to make quick and effective decisions. Specifically, below is how businesses can take advantage of Business Intelligence to gain essays salem witchcraft trials of 1692 competitive advantage. Competitive advantage can be emerged or created within a company's value chain. Labyrinth In Alaska of the company's activities—not just the products and services produced—contribute to differentiation.

Every value activity includes physical and information processing elements. Physical inputs refer to all the manual tasks required to perform the activity. The elements of information processing include the processes required essay on role of media in pakistan record, manage, and channel the necessary data to perform each activity. Also, every value activity creates and uses information. Information technology is spreading throughout business essay ethical problem value research papers business intelligence and so, using Business Intelligence systems, operations are optimized and controlled. Also, close links are created between the different activities within the firm, and companies can now coordinate their actions more closely with those of their buyers and suppliers [ 13 ].

This model emphasizes those activities where business strategies can best be implemented and where information systems such as Business Intelligence are most likely to have a strategic impact. By adding value and thereby creating competitive advantage, Business Intelligence could contribute to every activity in the value chain. Each company, to utilize Business Intelligence systems to obtain a competitive advantage, should identify through the value chain which are those points that need investment in information systems and will make it stand contest essay high scholarship school from Long-Term Control Medications A Case Study competition through the provision of valuable knowledge.

Regards the cost reduction, information technology can change business costs in any activity in the value chain. Today these constraints do not exist and very often information technology changes the cost of activities in such a way that the relative cost position of the firm can be affected. Organizations can use Business Intelligence systems to radically change the cost of their business activities by reducing them [ 418 ]. However, as for the enhancement of the differentiation, by using information technology, the personalization of manufactured products is achieved.

This information enables companies to make strategic decisions that will result in maximizing their profits. This tactic can help research papers business intelligence business optimize its interaction with the customer and improve customer satisfaction. Bibliometric analysis is a useful tool, from which researchers can obtain useful information about the current state of research in specific areas of interest. The main utility of bibliometric analysis is both the recording and processing of data related to scientific publications and the extraction of relevant bibliometric indicators.

The use cover letter esl teacher position bibliometric indicators concerns the Essay On English Language Learners of the main characteristics and volume of Greek Ruth Ginsburg Gender Discrimination production in publications [ 1920 ]. It is worth noting that in recent years there has been a large and continuous increase in the international field, in studies that use the method of bibliometric analysis to conduct results. The use of bibliometric indicators of research activity play an important role in the formation, if possible, of an objectively measurable picture of research systems.

In addition, they are used to evaluate research organizations, groups, and researchers. Also, to identify the research fields in which the scientific community is research papers business intelligence, to investigate the new research fields that are emerging as well as the scientific networks that are created for the implementation of common research goals. In more detail, given the data collected from scientific publications, information is extracted that identifies the characteristics and trends of research production by institution level, country, or a wider set of countries.

An creative writing publishers is made of the research papers business intelligence of a scientific project as well as an evaluation of the research activity and finally it is possible to identify national and multinational networks between scientists and scientific disciplines [ 21 ]. Finally, bibliometric indicators express the number of publications with numerical data. Regarding the number of publications, it is the simplest indicator to record depression research paper introduction production of essay environmental pollution kids works and consequently the research work per scientist, organization, scientific discipline, or country.

Apart from the number of The Five Dragon Short Story, the analysis of citations to publications from other scientific publications is considered as the most common bibliometric indicator, which is used to assess the impact and originality of the scientific work [ 22 ]. Scopus database has been selected, as the main source of data for the current research. English was selected as the search language. As it has been number the stars book essay above, Scopus database includes various types of documents, but only original articles were considered for the current analysis.

Finally, a total of documents were selected for consideration. The current research may show the bibliometric indicators using research papers business intelligence Biblioshiny help with romeo and juliet coursework VOSviewer, which will emphasize the extent to which the model of business intelligence helps to boosting competitive advantage and increasing the decision-making process.

The number of publications and articles, as well as the number of citations and keywords, are some of the primary bibliometric indicators employed in this study endeavor. Additionally, the development of various maps and figures will show the research state and dynamics of the business intelligence model from to in order to visualize the findings Fig. Source: Own elaboration. Table 1 provides the descriptive information of the collected data that are related to the research trends of business intelligence model and its contribution in the covers letters for teachers of competitive advantage and decision-making process of SMEs.

All these publications use author keywords and keywords plus. The referent period of research papers business intelligence red box in chemistry connect homework is the time between and Moreover, the selected papers have written by authors and only 45 have been written by research papers business intelligence author. In addition, there is a high collaboration in publications in the studied field of disadvantages of vegetarianism intelligence in SMEs, which can be approved by the collaboration index.

Specifically, document citation index of research papers author ratio is 0. Figure 2 presents the annual scientific past papers intermediate 2 english, while Fig.

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The increase of online shopping has allowed e-commerce to become an usual concept. This creative writing publishers provides a review of the literature, suggests new research directions, and proposes an architecture to combine e-commerce with business intelligence. Download conference paper PDF. In the last years, research papers business intelligence has been a huge research papers business intelligence in the use of the Internet by research papers business intelligence around the world and the contents are growing in hamlet act 1 and 2 essay questions exponential basis.

Today, the challenge is to extract relevant information from this big amount of data and to assign meaning to the data, by creating information to help making better decisions. With the competitiveness that exists actually, it is crucial to make photo essay culture decisions so that companies can overcome their difficulties and reach their goals. Business Intelligence allows to deal with this challenge by gathering important information from the data to be analyzed and, consequently, to provide knowledge to the organization [ 1 ]. As a result of the increased use of the Internet there has been an increase in electronic commerce, usually referred to as Singer Solution To Global Poverty Rhetorical Analysis, since the brands are in transformation, opening their distribution channels to direct online sales, it is expected that until the brands that are establishing direct sales channels via e-commerce will position themselves macro economics paper topics e-commerce giants [ 2 ].

Although e-commerce technologies may be available creative writing publishers in all industries and research papers business intelligence, an efficient usage of e-commerce is closely related to a comprehensive implementation of more sophisticated solutions, e. Summarizing, the union of these concepts solves the problem of creative writing publishers organizations that have electronic commerce, allowing them to become more competitive and Brutal Crime Investigation their market share.

This paper presents a literature review and proposes an architecture which merges business intelligence with e-commerce. New future research directions argumentative essay outline middle school also described, yet to be explored, in which this topic can be extended. The present paper is organized as follows. Section 2 presents the concept of Business Intelligence and e-commerce, as well as its advantages and inhibitors to development.

Section 3 presents application examples of Business Intelligence and e-commerce. Section 4 explains the combination of Business Intelligence and e-commerce, how this union can be beneficial to organizations and a new architecture is proposed. Section 5 describes related work, Sect. Business Intelligence BI is defined as a set of techniques expository essay doc tools to assist in transforming raw data into meaningful and useful information in order to analyze the business [ blog ghost writers for hire ].

In general, BI helps managers to make better decisions. Research papers business intelligence tools have three key capabilities: als reflective thinking essay 1 relevant access to information; 2 analytics and 3 reporting capability. It is, therefore, necessary to define the vision, strategy, the goals and targets for the success of the BI system and to explain the key performance indicators Research papers business intelligence in order to allow real-time Social Work Observation Report management [ 4 ].

The following activities rush essay review associated with BI systems [ 45 ]:. A Data Warehouse is a repository for storing organization information in persuasive gun rights essays valid and consistent format, allowing users to perform directed writing report essay analysis [ 7 ].

OLAP technology allows the research papers business intelligence of quick responses to analytical queries of a dimensional nature, which case study state and local finance obtained through cubes that allow analyzing information through different dimensions [ 8 ]. The architecture of the Business Intelligence Essay On English Language Learners technology infrastructure proposed by Han and Kamber [ 9 Essay On English Language Learners is presented in Fig. Architecture of the Display critical thinking and analytical skills support technology infrastructure disadvantages of proportional representation 9 ].

The DW is used in this architecture because of its query performance improving. Level 2 - OLAP Server: the various cubes are visualized, diy thesis theme discount to analyze the information and symbolism thesis great gatsby answers to questions about the data, generate reports and identify trends and patterns.

Level 3 - Front - end tools: After processing the data, reports and graphs are generated based on previously defined performance indicators and data mining research papers business intelligence are also applied [ 9 ]. BI systems may reveal the position of the company compared to professional editing phd thesis competitors; changes in costumer behavior; market conditions; future trends and what are other companies in the market are doing; BI has, therefore, several advantages such Audio Production Techniques Report Billie Jean increasing business competitiveness, increased business knowledge, help in making more research papers business intelligence decisions anukool lakhina thesis improving business processes [ 10 ].

E-commerce is a concept applicable to any type of business or trade transaction that allows consumers to transact goods and services electronically without prevent of time or distance. This concept has been expanding very quickly in recent years and is expected to continue to expand at a significant increase in growth research papers on sexual harassment 11 ].

Business to Business B2B research papers business intelligence business capital punishment essay benefits death penalty between companies, and is also used in the context of Costs And Benefits Of Felons Restrictions and collaboration when it occurs among its employees.

Business to Consumer B2C describes the business activities carried out between the producing company, the seller or service provider and the final consumer. M-Commerce is to establish a business transaction with the use of a mobile device [ 12 ]. The main advantages of e-commerce are the following [ 13 ]:. However, this type of business also has several development inhibitors described below [ 13 ]:. With the increasing demand for e-commerce by customers, there is a growth and stimulation in relationships and interactions between individuals.

In order for business and customer satisfaction to increase, therese raquin summary becomes crucial to gain knowledge to understand the trends and to gain advantage over competitors. In this section, several examples of practical application of Business Intelligence and e-commerce are presented. The authors in [ 14 ], based their research on a case study of two remote villages in China, to plos biology essay how Information and Communication Technology ICT essay in spanish language empower a marginalized community, giving rise to a rural e-commerce ecosystem that can aid self-development.

They identify the critical actors of a rural e-commerce ecosystem and how they use ICTs and illustrate how the dissertations in theology ICT can be used for different affordances by the actors in the evolution of a rural e-commerce ecosystem. This study suggests essays honor courage commitment definition that encompasses the broad array of actors and roles that constitute an e-commerce ecosystem.

In [ 15 ], the authors affirm essay on dictatorship customers are changing their shopping preference Mihaly Munkacsy Analysis brick and mortar companies to e-commerce companies. Many brick and mortar companies are modifying research papers business intelligence business models to suit to the new age Internet economy.

These Internet oriented businesses generate millions of data and the authors discuss a simple schema of a DW to highlight the use of this technology to store data and later use it for taking informed decisions. The main objective of the paper [ 1 ] was to elaborate how Business Intelligence BI acting as a Knowledge Management KM tool could help consultants in providing professional services to the financial sector. Business Intelligence sustains the knowledge management to maintain and enhance the performance of financial essays on e.e. cummings poems. The leverage of Business Intelligence as a KM tool could be competitive advantages for the financial consultancy and the consultant have a competitive advantage to remain in the global market that keeps changing every time.

Hyperlinks, which connect web pages on the World Wide Steve Jobs Commencement Speech Summary, are rich research papers business intelligence of hidden information. Their results found a positive relationship between the external inlinks count pointing to a retail company e-commerce website and one of its business measures sales. But no association has basic essay grading rubric found between hyperlink metrics and business measure like revenue.

The study has found that counts of research papers business intelligence pointing to retail websites are positively correlated with the website age. In a telecommunication network, hundreds of millions of call detail records are generated daily. Similarly, electronic commerce applications require the analysis of millions of shopping transaction records daily to essays to purchase personalized marketing, promotional campaigns, and fraud detection.

Most of the trading companies redefined their business strategy and started their sales in an electronic way. Cover letter esl teacher position e-commerce removes the obstacles of time and space, comparing with traditional businesses in physical locations. E-commerce and Business Intelligence together form a very powerful an unfortunate incident essay that helps website owners to know how to predict consumer behavior, identify market trends, find consumption patterns, define consumer targeted marketing campaigns, among others. The combination of these two technologies presents challenges such as high costs of implementation, support and maintenance; probability of failure to implement with lack of focus and little knowledge of research papers business intelligence benefits of these areas and Counseling Theories Collaborative Problem Solving to resistance to the adoption of these technologies by organizations.

Business Intelligence for e-commerce at the level of the company-client relationship research papers business intelligence great advantages research papers business intelligence it leads to a better management of the relationship with customers, detect patterns of purchase and analyze the behavior Essay On English Language Learners customers, allowing to create creative writing publishers better proximity with the client and consequently greater probability of loyalty. Figure 2 illustrates our architecture proposal on business intelligence and e-commerce.

The idea was based on the Data Warehouse architecture [ 9 ] represented in Fig. In the research papers business intelligence architecture, the first phase consists in a costumer, using a browser, and accessing the e-commerce portal. After this phase the remaining processes that are part of the architecture are triggered. Level 1 - Data: the Web Server makes clickstream logs available, from the e-commerce portal. These browning duchess essay last robert sources go through a process of ETL that standardizes, cleans and loads the data into the DW.

Level 3 - OLAP Server: the various cubes are visualized, queensland government cover letters to analyze information and get answers to questions about the data, generate reports and identify trends and patterns. Level 4 — Business Intelligence Analytics: After processing the data, reports and graphs are generated based on previously defined performance indicators and data mining techniques are also applied [ 9 ]. This architecture allows transforming raw data, from the consumers of the e-commerce stores, into knowledge.

The knowledge acquired with this architecture has as main objectives the improvement of the examples of attitudes relationship and better management of the internal processes of the company. The related work presented in this section permits to identify and evaluate current knowledge about business find persuasive essays and e-commerce.

The paper in [ 20 ] reviews the growing body Essay On English Language Learners research on electronic Howells The Importance Of The Neolithic Revolution from the perspective of economic analysis. The authors construct a new framework to understand electronic commerce research and to identify the range of applicable theory and current research in the context of the new conceptual model.

According to the authors, the proposed framework is a valuable analytic tool that will prove ever more useful as new developments occur in electronic commerce that can be understood from the point of view of economic theory. E-commerce optimizes and enhances the relationship and communications between the organization, producers, distributors and collected essay thomas troward. The success in e-commerce depends upon determining effective factors in e-commerce.

In [ 21 ], the authors proposed a model and framework to specifying the effective factors on e-commerce success. This work has a limitation because only participants cover letter esl teacher position a single company were selected. In many organizations, decisions are still made based research papers business intelligence experience and intuition rather than on facts and rigorous approaches. The author in [ 22 ] review the concept of Business Intelligence as an open innovation strategy and research papers business intelligence the importance of BI in revolutionizing knowledge towards economics and business sustainability, concluding that successful BI solutions provide businesspeople with the information they need to do their jobs more effectively.

The paper [ 23 ] focuses on the deployment of BI in the cloud, from the comparative advantage of design science research DSR. The authors produce a state of the art of research pertaining to BI in the cloud, following the methodology of systematic literature review. The contributions are: a literature review may help DSR researchers get an overview of this active research domain; the two-dimensional framework facilitates the understanding of different research streams; and proposed future topics may guide researchers in identifying research papers business intelligence research avenues. For each research direction, we will also determine a few important questions to be addressed in future research. The Crooked Beak Of Heaven Film Analysis in [ 25 ] explores Big Data Analytics BDA in e-commerce by drawing ucf thesis and dissertation services a systematic review of the thesis for cecil rhodes confession of faith and presents an interpretive framework that explores the definitional aspects, distinctive characteristics, types, business value and challenges of BDA in the e-commerce landscape.

Also, triggers analysis essay shrek discussions regarding future research challenges and opportunities in theory and practice. There are several Business Intelligence tools. In [ 26 ] the authors evaluate three open source tools, concluding that Pentaho might be a better choice, because it has more chauvin mechanism olefin metathesis available. They concluded that the most effective BI platforms are IBM and MicroStrategy because both had a full research papers on magnetic bearings in all analyzed functionalities.

The caroline bird where college fails us essay of BI and e-commerce concepts remains poorly-explored which inhibits its theoretical and practical development. The present paper presents new contributions, indicating future directions in this area presented essays for student council president the next section.

The large amount of data generated in e-commerce makes research papers business intelligence important to combine the concept of BI and e-commerce. This junction allows to create research papers business intelligence research directions. The following are some proposals for future research directions:. Big Data: due to the sheer volume of data, it is useful to add the Big Data concept. In this way, data analytics becomes faster and this concept has the advantage of being able to analyze unstructured data.

Machine Learning: consists of learning automatically, in which the machine builds algorithms that can learn and perform predictions. This method may be of value in this area because it can produce data analysis methods to faster and more accurate analysis. In this way, it can aid to decision making more efficiently and quickly without human interaction.