scholarly journals Content Based E Mail Classification

Author(s):  
Sonal Chakole ◽  
Sarita Padole ◽  
Apurva Kamble ◽  
Vandana Wadekar ◽  
Ankit Dhande

Electronic Mail (E-mail) has established a significant place in information user’s life. Mails are used as a major and important mode of information sharing because emails are faster and effective way of communication. Email plays its important role of communication in both personal and professional aspects of one’s life. The rapid increase in the number of account holders from last few decades and the increase in the volume of mails have generated various serious issues too. The content base mail classification can be classified into four ways namely Private, Public, Newsletter, and Anonymous. Every user has the right to choose their keyword (a semi-private password). Those contacts who know the user’s keyword will be classified as private contacts and those users who are unknown them classified anonymous contacts. A contact can be classified as public or private, upon verification of an anonymous contact. Any newsletter or group mails are classified into newsletter contacts. It is highly likely that the rests are junk mail or spam. In this project, a spam detector to identify an email as either spam or ham is built using n-gram analysis. The system involves the classification of mails based on user’s contacts. This way any mail from a contact whom the user knows very well is being displayed.

2018 ◽  
Vol 8 (4) ◽  
Author(s):  
Viet Hoa Nguyen

Abstract Introduction: Evaluating the role of laparoscopic for diagnosis and treatment of undescended testis in children. Material and Methods: Restrospective study, between 6/ 2014 and 6/2017. All the patients are aged from 1 to 16 years with undescended testis underwent laparoscopic surgery for diagnosis and treatment in Deparment of pediatric surgery – Viet Duc hospital enrolled. Results: Of 95 patiens in total had 106 undescended testis diagnosed and treated by laparoscopy. The mean age of patients was 7,5 ± 3,8 years. 44,2% undescended were on the left side, 44,2% were on the right and 11,6% were undescended bilateral. The correct diagnosis by ultrasound accounted in 79,4%. The locations of testis diagnosed by laparoscopic are : intra abdomen in 45,3%, deep inguinal orifice in 16,9%, extra inguinal orifice in 26,4%, no testicle found in 11,4%. The mean time of operation were 67,33± 28,01 pht. Scrotal positions were achieved 74,5%, remove atrophic testis accounted in 7,6%. Stephen- Flowler technique including step I were in 4,7%, step II in 1,9%. The outcome evaluated by testicular positions following 3 months after operation are : good in 79,2%, moderate 13,2%, poor in 7,6%; By classification of Aubert are : good in 81,1%, moderate in 11,3% and poor in 7,6 %. Conclusion: Laparoscopic surgery is not only a highly sensitive diagnostic method to find accurately the location and size of the testes, but also the most effective method to treat impalpable undescended testes.


1988 ◽  
Vol 91 (5) ◽  
pp. 725-735 ◽  
Author(s):  
M Zamir

The branching characteristics of the right coronary artery, acute marginal, posterior descending, left anterior descending, circumflex, and obtuse marginal arteries are compared with those of diagonal branches, left and right ventricular branches, septal, and higher-order branches, to test a newly proposed functional classification of the coronary arteries in which the first group rank as distributing vessels and the second as delivering vessels. According to this classification, the function of the first type is merely to convey blood to the borders of myocardial zones, while the function of the second is to implement the actual delivery of blood into these zones. This functional difference is important in the hemodynamic analysis of coronary heart disease, as it provides an assessment of the role of a vessel within the coronary network and hence an assessment of the functional importance of that vessel in a particular heart. Measurements from casts of human coronary arteries are used to examine the relevant characteristics of these vessels and hence to test the basis of this classification.


2018 ◽  
Vol 225 (3) ◽  
pp. 305-324
Author(s):  
Asist .instructor. Enas Jasim Hadi

     In general, libraries have taken a special interest from various educational institutions due to the key role that libraries play in terms of enriching the scientific aspects with different knowledge resources. The role of libraries is significantly can be seen in the fast information delivery for the recipients. Hence, the indexing and classifying of library resources is very important task because it contributes in enhancing the libraries performance. The classification of books (putting the book in the right class) is not an easy task, especially when the books are written in English. This research presents a model for books classification by using Association Rules techniques. The first stage of the research involved distributing a questionnaire for people who are working in libraries. The purpose of the questionnaire was to identify the difficulties that come with English books classification. The results of the questionnaire proved that there were number of obstacles in terms of English books classification process. After that we have collected an English books dataset to be employed in our model. Then the model has been implemented successfully and tested by given the title of the book. The results of the research proved that the model can put the book into the right class with ratio of (76%) and the error rate was (24%). That means it is possible to develop computer-based systems to classify the library resources. The results of the research open the way toward developing more sophisticated techniques and methods which can improve the performance of classifying the books electronically in an efficient manner that serves the librarians and users as well.


2000 ◽  
Vol 23 (1) ◽  
pp. S67-71 ◽  
Author(s):  
J M Machart ◽  
D U Silverthorn

Effective communication between instructors and students is a challenge regardless of the instructor-to-student ratio. Instructors of large classes, in particular, have resorted to various forms of Internet communication, such as mailing lists and newsgroups, to supplement class time and office hours. Mailing lists are closed discussions among subscribers who receive and send messages via an electronic mail program (e.g., Eudora). Newsgroups are public discussions to which anyone can gain access and respond via a newsreader program (e.g., Nuntius). Newsgroup messages are posted to a bulletin board that the subscriber must visit to read. Mailing lists and newsgroups share many advantages (convenience, greater anonymity, and speed of communication) and disadvantages (computer access required, impersonal nature, junk mail, and lack of graphics in older programs). However, surveys of both faculty and students in biology indicate that mailing lists are generally favored over newsgroups. Reasons given for mailing list popularity included greater familiarity with the E-mail format and ease of access.


Author(s):  
David Challice ◽  
Peter Hogarth

Abstract Speed of product to the market place was always important. This has become increasingly so with the onslaught of globalisation. What is released on the High Street in the USA today will be sold on the shelves and counters of shops in other continents within days. This has placed pressure on the designer to complete his task or contract with even more alacrity than was the case, even as recently as ten years ago. The cliché “we have the Technology”, is a truism in the world of manufacturing and design, but use of the available technology is, perhaps, not as apparent as it is generally accepted to be. In order to get the product to the market at the right price demands an ever closer liaison between the product designer and the client. More often than not, the “product” is an enhancement or improvement of one which already exists. In addition, it is not unusual for the designer to be a contractor or 3rd party not physically resident in the premises of the client. As a consequence, communication is rarely conducted face to face but via other means, ie e-mail, telephone etc. Yet, in order to prevent misunderstanding, it is essential that correct information is relayed between the relevant parties. It is also necessary for the information about changes in the product to be available to other members of the client’s company so that the necessary decisions regarding price, sales schedules, re-tooling etc. can be made. Ultimately, these changes will have to be incorporated in the company’s Business Plan. Research at Bournemouth University suggests that use of the technology available to relay information is not as widespread as it could be. The three major areas of finance, product and design have been approached and the results of the research appear below.


2021 ◽  
Vol 9 (3) ◽  
pp. 451-474
Author(s):  
Arkadiusz Domagała

Dehumanization in the Internet Comments on Polish News Portals. Identification and Classification of the Phenomenon, on the Example of the Reception of Franz Timmermans The paper addresses the issue of the main types of dehumanization in the Polish right-wing portals (wPolityce, DoRzeczy, Republika) and the conceptualization of hypotheses concerning the relationship between framing and the content of comments on the Vice-President of the European Commission, Frans Timmermans. The premise of the paper is that an article and its comments form a specific entity and in tandem constitute its essence (global sense) together. In the literature review, some types of dehumanization were distinguished: animalization, biologization, objectification, subhumanization, demonization. An insectization was added as an extremely hateful form of de-humanization. Then the role of political hate speech and selected forms of dehumanization in the portals was determined by specially prepared indicators. Comments in the right-wing identity portals like wPolityce and Republika are specific with the noticeable role of insectization and demonization. Subsequently, the dehumanization comments in right-wing portals were compared with the comments on TVPInfo and Gazeta.pl. The latters, in comparison to right-wing portals, turned out to be similar when it comes to dehumanization as such and political hate speech, but contained a limited number of dehumanization forms. Frames based on conflict were consistently used in all the portals. However, the right-wing portals were distinguished by a much greater role of moral frames, which, combined with expressive linguistic forms, constituted strong frames.


2021 ◽  
Vol 93 (3) ◽  
pp. 94-106
Author(s):  
M. Sh. Conroy ◽  
V. F. Sosonkina

Formation and development of pharmaceutical education in Russia, Belarus and the USA based on the analysis of a wide range of references at different historical stages is studied. The dates of establishing first pharmacies, educational institutions and pharmacopoeia editions in the countries are indicated. Analysis and comparative characteristics of the educational process in different countries is made, its general and fundamental differences are reflected. It is noted that this process was decentralized in the US and at the same time it was centralized in continental Europe including Russia and Belarus. Classification of pharmacies in the Russian Empire in the pre-revolutionary period of 1917, obtaining by women the right to be engaged in pharmaceutical activities, are presented. Some people who had a strong influence on the development of the pharmaceutical education are listed and among them were A. Fennel, G. Eger, E. Highstreet, K. Dov, A. Lesnevskaya, A. Iovskiy, Y. Trapp, V. Tikhomirov. The role of educational institutions in improving qualifications of certified specialists is indicated. The article lists the Soviet institutions which trained pharmaceutical personnel during the Great Patriotic War.


2020 ◽  
Author(s):  
Cristina M Beltran-Aroca ◽  
Rafael Ruiz-Montero ◽  
Fernando Labella ◽  
Eloy Girela-López

Abstract Background: Encouraging professional integrity is vital in providing a standard of excellence in the quality of medical care and education, promoting a culture of respect and responsibility. The main objective of this work consisted of studying the relationship of medical students with the right to intimacy of patients in Spain, specifically analysing the conditions of accessing patients’ Clinical History (CH).Methods: A questionnaire was sent by e-mail to final-year students at 41 Spanish universities. It had 14 multiple choice and closed questions framed in 3 large blocks. The first one addressed basic general knowledge issues on the right to intimacy and the obligation of confidentiality. The two remaining blocks were made up of questions directed towards evaluating the frequency with which certain requirements and steps of action related to the students in attending the patient were performed, and regarding the guarantees in accessing and handling their CH both on paper and in the Electronic Medical Record.Results: A total of 245 valid replies was considered. 67.8% of participants were women, with an average age of 24.05±3.49 years. Up to 90.6% were aware that confidentiality affected the data in CHs, although 43.3% possessed non-anonymized photocopies of patients’ clinical reports outside healthcare context, and only 49.8% of the students were always adequately identified. 59.2% accessed patients’ CHs on some occasions by using passwords of healthcare professionals and 77.2% of them did not have patients’ express consent and 71.9% accessed a CH that was not anonymised.Conclusions: The role of healthcare institutions and universities is considered to be fundamental in implementing educational measures regarding the risks and ethical and legal problems arising from the use of CHs among professionals and students. A profound study of medical ethics is needed through the analysis of clinical cases, and direct exposure to situations in which the patient’s confidentiality is questioned.


2000 ◽  
Vol 5 (1) ◽  
pp. 19-27 ◽  
Author(s):  
Ronny Swain

The paper describes the development of the 1998 revision of the Psychological Society of Ireland's Code of Professional Ethics. The Code incorporates the European Meta-Code of Ethics and an ethical decision-making procedure borrowed from the Canadian Psychological Association. An example using the procedure is presented. To aid decision making, a classification of different kinds of stakeholder (i.e., interested party) affected by ethical decisions is offered. The author contends (1) that psychologists should assert the right, which is an important aspect of professional autonomy, to make discretionary judgments, (2) that to be justified in doing so they need to educate themselves in sound and deliberative judgment, and (3) that the process is facilitated by a code such as the Irish one, which emphasizes ethical awareness and decision making. The need for awareness and judgment is underlined by the variability in the ethical codes of different organizations and different European states: in such a context, codes should be used as broad yardsticks, rather than precise templates.


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