mining existing literature review

Social Media Mining: A New Framework and Literature Review ...

Social Media Mining: A New Framework and Literature Review: 10.4018/IJBAN.2016010104: Social media has gained a lot of importance in this modern high-speed world where people sprint to save every bit of time and money. Social media, considered

Feature Selection: A literature Review

literature Review Vipin Kumar and Sonajharia Minz ... comprehensive overview, categorization, and comparison of existing feature selection methods are also done, and the guidelines are also provided for user to select a feature selection algorithm ... on mining algorithms, evaluation criteria can be categorized into groups: independent and ...

A Review of Recent Advancement in Integrating Omics Data ...

Feb 26, 2017· Text mining provides a bridge to cover the gap existing between the manual curation and information hidden in the literature. The approaches to extract protein-protein interaction range from simple rule-based systems and cooccurrence systems to more sophisticated NLP methods [ 60 ] and machine learning systems [ 96 ].

RES-861 Module 2 Mining Existing Literature Reviews ...

The literature reviews of existing dissertations can readily be mined for information regarding who is publishing in a given field and what themes are being explored. In the literature review, themes are the common ideas being discussed across the literature …

Impacts of Coal mining: a Review of Methods and Parameters ...

Dec 01, 2017· Impacts of Coal mining: a Review of Methods and Parameters Used in India ... there is a lack of studies that have attempted to study and quantify the collective and progressive impacts of coal mining. The literature on the subsidiary impacts of coal mining and its contributions to greenhouse gas emissions is very little. ... Effect on existing ...

Credit scoring in banks and financial institutions via ...

Sadatrasoulet al./ Journal of AI and Data Mining, Vol.1, No.2, 2013 121 3. Classification method In this section, a graphical conceptual framework shown in Figure 2 is used for classifying credit scoring and data mining techniques. The conceptual framework is designed by literature review of current researches and books in credit

Literature Survey on Sentiment Analysis of Twitter Data ...

products. Paper[1] has discussed sentiment analysis on the customer's review using classification. In section III, we did research and study on existing system in which we have noticed that the research conducted using the supervised algorithms have some drawbacks. The drawbacks are synonym word vectors and results based on assumptions.

Mining and Summarizing Customer Reviews

Mining and Summarizing Customer Reviews Minqing Hu and Bing Liu Department of Computer Science University of Illinois at Chicago 851 South Morgan Street Chicago, IL 60607-7053 {mhu1, liub}@cs.uic.edu ABSTRACT Merchants selling products on the Web often ask their customers to review the products that they have purchased and the

Literature Review: Improving health and safety in the ...

Literature Review: Improving health and safety in the construction industry through cultural transformation Natalie'Carol'Skeepers!1st!(Author),' Department of Mechanical Engineering in the Faculty of Engineering and Built Environment University of Johannesburg, South Africa, [email protected]! '

Special Issue on Innovative informatics methods for ...

Sep 01, 2020· In 2016, the review paper "Process mining in health care: a literature review", published in JBI, identified 74 articles on this topic. By mid 2020, the number of articles citing this same review reached more than 285. Within the biomedical informatics context, process mining contributions have dealt with various challenges in recent years.

Review of Existing Methods in K-means Clustering Algorithm

Review of Existing Methods in K-means Clustering Algorithm MS. Kavita Shiudkar1, Prof. Sachine Takmare2 1 ME CSE, Bharti Vidyapeeth college of Engineering, Kolhapur, Maharashtra, India 2 Assistant Professor, Dept. of CSE, Bharti Vidyapeeth college of Engineering Kolhapur, Maharashtra, India-----***-----Abstract – Data mining is the process of ...

A systematic review of data mining and machine learning ...

Nov 28, 2017· To this end, data mining and machine learning algorithms are increasingly being applied to air pollution epidemiology. We conducted a systematic literature review on the application of data mining and machine learning methods in air pollution epidemiology. We carried out our search process in PubMed, the MEDLINE database and Google Scholar.

Data mining techniques applied in educational environments ...

Literature review Andrés Villanueva Manjarres ... measures of certainty based on existing facts. According to Fayyad, data mining "is a non-trivial process of valid identification novel, potentially useful and understandable of comprehensible ... Review of work which used data mining techniques in educational settings

Mining Background Literature Review - WRI

This appendix is meant to provide a brief review of the literature with regard to environmental and social impacts from mining, as well as key regulatory issues. Key Environmental and Social Impacts Environmental and social impacts of mining have been well-documented and an ample literature …

Socio-environmental impacts of lithium mineral extraction ...

Nov 27, 2018· Evaluating the state of the existing literature is a first step in this regard. Methodology We conducted a bibliometric analysis to help better understand (1) interactions between policy and corporate action and the research focus in academia, (2) research tendencies in terms of what themes may be the focus of future research and (3) thematic ...

Literature Review of Data Mining Techniques in Customer ...

Literature Review of Data Mining Techniques in Customer Churn Prediction for Telecommunications Industry Sherendeep Kaur Faculty of Computing, Engineering & Technology Asia Pacific University of Technology & Innovation 57000 Kuala Lumpur, Malaysia Email: [email protected]

Predicting academic success in higher education ...

Feb 10, 2020· Then, section 3 presents the methodology adopted for the literature review. Section 4 reviews data mining techniques used in predicting students' academic success, and compares their predictive accuracy based on various case studies. Section 5 concludes the review, with a recapitulation of the whole process.

Text mining in a literature review of urothelial cancer ...

May 24, 2020· In this text mining assisted literature review of UC, we found an increasing trend of publications regarding treatment, survival, and gene. A decreasing trend of publications regarding upper urinary tract UC, radical cystectomy, and lymph node metastasis was also observed. Immune checkpoint therapy is the hottest topic in the UC treatment.

Text Mining for Literature Review and Knowledge Discovery ...

Apr 12, 2012· One obvious benefit of a text mining tool such as CRAB is much improved efficiency of a major component of risk assessment: the review of existing scientific data on the chemical in question. Human risk assessors may spend months conducting partial review of relevant MEDLINE literature [16], while CRAB can perform an exhaustive review in a ...

(PDF) LITERATURE REVIEW ON DATA MINING TECHNIQUES ...

The This review of literature focuses on how data mining support count shows the frequency of the patterns in the techniques are used for different application areas for rule; it is the percentage of transactions that contain both A finding out meaningful pattern from the database. and B, i.e. Support = Probability (A and B) Support = (# of 2 ...

Process mining in healthcare: a systematised literature review

Process mining is a promising approach that turns event logs into valuable insights about processes. One domain amenable to process mining is healthcare, where an enormous amount of data is generated by care processes, but where realistic care models are seldom available. In this paper, we perform a systematised literature review (SdLR) to assess the status of process mining, particularly in ...

Leakage in Data Mining: Formulation, Detection, and …

Existing literature, which we survey in Section 2, mentions lea-kage and acknowledges its importance and prevalence in both synthetic competitions and real-life data mining projects [e.g. 2, 7]. However these discussions lack several key ingredients. First, they do not present a general and clear theory of what constitutes leakage.

Process Mining in Healthcare A Systematised Literature Review

mining, obtained by querying six relevant search engines in May 2016, we found that the trend of publications in this domain has been growing over the past decade, especially in healthcare. Among the eleven existing literature reviews on process mining selected for further analysis, only two are systematised, and only three relate to healthcare.

GLOBAL TRENDS IN ARTISANAL AND SMALL-SCALE MINING …

Artisanal and small-scale mining is also the source of the largest releases of mercury, estimated at 1,400 tonnes per year in 2011 according to the Minamata Convention. Exposure to mercury can have serious health impacts, including irreversible brain damage.

BUSINESS PROCESS MINING APPLICATION A LITERATURE …

literature review and Section 4 presents literature review results and their brief discussion. Section 5 concludes the paper and suggests future research. 2. Business process mining: an overview Business process mining is a new research field, introduced and defined by previously mentioned IEEE Task Force on process mining.

(PDF) Environmental Impact of Bauxite Mining: A Review ...

The existing ambient air quality, in terms of Particulate Matter- 10 (PM- 10), Particulate Matter- 2.5 (PM-2.5), Sulphur-dioxide (SO2), Oxides of Nitrogen (NOx), and Carbon Monoxide (CO), has been measured through a planned field monitoring. Bauxite mining is carried out by opencast manual method.

Mining Literature Reviews Paper Final.docx - Mining ...

Mining Existing Literature Reviews Kenneth B. Rosier Grand Canyon University: RES-861 March 31, 2015 • The Biblical Model of Servant Leadership. • The Old Testament Model of Servant Leadership • Moses' Model of Servant Leadership

(PDF) A Review on Predicting Student's Performance Using ...

The proposed systematically review is to support the objectives of this study, which are: 1. T o study and identify the gaps in existing prediction methods. 2. T o study and identify the variables ...