Reach Your Academic Goals.

Join Today to Score Better
Tomorrow.

Connect to the brainpower of an academic dream team. Get personalized samples of your assignments to learn faster and score better.

Connect to a Paper Expert

How can our experts help?

We cover all levels of complexity and all subjects
Receive quick, affordable, personalized essay samples
Get access to a community of expert writers and tutors
Learn faster with additional help from specialists
Help your child learn quicker with a sample
Chat with an expert to get the most out of our website
Get help for your child at affordable prices
Get answers to academic questions that you have forgotten
Get access to high-quality samples for your students
Students perform better in class after using our services
Hire an expert to help with your own work
Get the most out of our teaching tools for free

The Samples - a new way to teach and learn

Check out the paper samples our experts have completed. Hire one now to get your own personalized sample in less than 8 hours!

Competing in the Global and Domestic Marketplace:
Mary Kay, Inc.

Type
Case study
Level
College
Style
APA
Read Sample

Reservation Wage in Labor Economics

Type
Coursework
Level
College
Style
APA
Read Sample

Pizza Hut and IMC: Becoming a Multichannel Marketer

Type
Case study
Level
High School
Style
APA
Read Sample

Washburn Guitar Company: Break-Even Analysis

Type
Case study
Level
Undergraduate
Style
APA
Read Sample

Crime & Immigration

Type
Dissertation
Level
University
Style
APA
Read Sample

Interdisciplinary Team Cohesion in Healthcare Management

Type
Case study
Level
College
Style
APA
Read Sample

Customer care that warms your heart

Our support managers are here to serve!
Check out the paper samples our writers have completed. Hire one now to get your own personalized sample in less than 8 hours!
Hey, do you have any experts on American History?
Hey, he has written over 520 History Papers! I recommend that you choose Tutor Andrew
Oh wow, how do I speak with him?!
Simply use the chat icon next to his name and click on: “send a message”
Oh, that makes sense. Thanks a lot!!
Guaranteed to reply in just minutes!
Knowledgeable, professional, and friendly help
Works seven days a week, day or night
Go above and beyond to help you
How It Works

How Does Our Service Work?

Find your perfect essay expert and get a sample in four quick steps:
Sign up and place an order
Choose an expert among several bids
Chat with and guide your expert
Download your paper sample and boost your grades

Register a Personal Account

Register an account on the Studyfy platform using your email address. Create your personal account and proceed with the order form.

01
02

Submit Your Requirements & Calculate the Price

Just fill in the blanks and go step-by-step! Select your task requirements and check our handy price calculator to approximate the cost of your order.

The smallest factors can have a significant impact on your grade, so give us all the details and guidelines for your assignment to make sure we can edit your academic work to perfection.

Hire Your Essay Editor

We’ve developed an experienced team of professional editors, knowledgable in almost every discipline. Our editors will send bids for your work, and you can choose the one that best fits your needs based on their profile.

Go over their success rate, orders completed, reviews, and feedback to pick the perfect person for your assignment. You also have the opportunity to chat with any editors that bid for your project to learn more about them and see if they’re the right fit for your subject.

03
04

Receive & Check your Paper

Track the status of your essay from your personal account. You’ll receive a notification via email once your essay editor has finished the first draft of your assignment.

You can have as many revisions and edits as you need to make sure you end up with a flawless paper. Get spectacular results from a professional academic help company at more than affordable prices.

Release Funds For the Order

You only have to release payment once you are 100% satisfied with the work done. Your funds are stored on your account, and you maintain full control over them at all times.

Give us a try, we guarantee not just results, but a fantastic experience as well.

05

Enjoy a suite of free extras!

Starting at just $8 a page, our prices include a range of free features that will save time and deepen your understanding of the subject
Guaranteed to reply in just minutes!
Knowledgeable, professional, and friendly help
Works seven days a week, day or night
Go above and beyond to help you

Latest Customer Feedback

4.7

My deadline was so short

I needed help with a paper and the deadline was the next day, I was freaking out till a friend told me about this website. I signed up and received a paper within 8 hours!

Customer 102815
22/11/2020

4.3

Best references list

I was struggling with research and didn't know how to find good sources, but the sample I received gave me all the sources I needed.

Customer 192816
17/10/2020

4.4

A real helper for moms

I didn't have the time to help my son with his homework and felt constantly guilty about his mediocre grades. Since I found this service, his grades have gotten much better and we spend quality time together!

Customer 192815
20/10/2020

4.2

Friendly support

I randomly started chatting with customer support and they were so friendly and helpful that I'm now a regular customer!

Customer 192833
08/10/2020

4.5

Direct communication

Chatting with the writers is the best!

Customer 251421
19/10/2020

4.5

My grades go up

I started ordering samples from this service this semester and my grades are already better.

Customer 102951
18/10/2020

4.8

Time savers

The free features are a real time saver.

Customer 271625
12/11/2020

4.7

They bring the subject alive

I've always hated history, but the samples here bring the subject alive!

Customer 201928
10/10/2020

4.3

Thanks!!

I wouldn't have graduated without you! Thanks!

Customer 726152
26/06/2020

Frequently Asked Questions

For students

If I order a paper sample does that mean I'm cheating?

Not at all! There is nothing wrong with learning from samples. In fact, learning from samples is a proven method for understanding material better. By ordering a sample from us, you get a personalized paper that encompasses all the set guidelines and requirements. We encourage you to use these samples as a source of inspiration!

Why am I asked to pay a deposit in advance?

We have put together a team of academic professionals and expert writers for you, but they need some guarantees too! The deposit gives them confidence that they will be paid for their work. You have complete control over your deposit at all times, and if you're not satisfied, we'll return all your money.

How should I use my paper sample?

We value the honor code and believe in academic integrity. Once you receive a sample from us, it's up to you how you want to use it, but we do not recommend passing off any sections of the sample as your own. Analyze the arguments, follow the structure, and get inspired to write an original paper!

For teachers & parents

Are you a regular online paper writing service?

No, we aren't a standard online paper writing service that simply does a student's assignment for money. We provide students with samples of their assignments so that they have an additional study aid. They get help and advice from our experts and learn how to write a paper as well as how to think critically and phrase arguments.

How can I get use of your free tools?

Our goal is to be a one stop platform for students who need help at any educational level while maintaining the highest academic standards. You don't need to be a student or even to sign up for an account to gain access to our suite of free tools.

How can I be sure that my student did not copy paste a sample ordered here?

Though we cannot control how our samples are used by students, we always encourage them not to copy & paste any sections from a sample we provide. As teacher's we hope that you will be able to differentiate between a student's own work and plagiarism.

Approaches to research papers



5 paragraph essay on racial profiling

sarup thesis day 2013 - Use cards, Word, Post-its, or Excel to organize. Organize your bibliography records first. Organize notes next (one idea per document— direct quotations, paraphrases, your own ideas). Arrange your notes under the main headings of your tentative outline. For quantitative data, you can use statistical analysis methods to test relationships between variables. For qualitative data, you can use methods such as thematic analysis to interpret patterns and meanings in the data. Additional research tips: Work from the general to the specific -- find background information first, then use more specific sources. Don't forget print sources -- many times print materials are more easily accessed and every bit as helpful as online resources. The library has books on the topic of writing research papers at call number area LB. essay about art and culture

Essay on william shakespeares life

Essays on barriers affecting minority women in the workplace

lord of the flies good and evil essays - Sep 18,  · The Methods section of a research article is like a roadmap leading to the core of the research, guiding the readers through the actual journey the authors took to reach their destination. The paper attempts to explain different possible research approaches to pursue a research project. It starts with three important components of a research approach . The words methodology, procedure, and approach are the same. They indicate the approach pursued by the researcher while conducting research to accomplish the goal through research. The methodology is the bloodline of the research paper. A practical or assumed procedure is used to conduct methodology. lord of the flies good and evil essays

Research paper outline gay adoption

Good essay questions for macbeth

parts of a research paper and definition - Qualitative and quantitative data research are the two main types of research design. The first thing that comes in mind while writing a research paper is whether it is qualitative or quantitative in nature. Choosing between qualitative vs. quantitative research can be challenging, especially if you do not know their differences. Jan 15,  · Don’t stick to easy research paper topics just to complete the task fast. If you are allowed to freely choose what to write an essay about, use the opportunity to create something unique. Write down the list of your interests and break down every idea into small certain topics. May 10,  · Approach papers are formal papers, much like the more traditional research papers with which students are familiar from their science and social studies classes. As the name implies, an approach paper asks you to offer an approach to a certain topic or subject. describe your strengths and weaknesses in writing

Benefits video games essay

A good speech essay

essay in moral other philosophy vice virtue - Organizing in-depth interviews is the most common method for qualitative research. It is a conversational method that involves one participant at a time. The benefits of this approach include collecting data about what people believe and what their motivations are. Such interviews can be conducted face-to-face or on the telephone. Nov 03,  · Turning to paper approaches to research one another. A your car is point b. Dr. Xx while I would desire forgiveness for myself, someday relinquishing the need to convert from rpm to zero, what is the brain has the potential for I am prove efficiency is an I am. Orgnewensocial and human resource department to provide employees with a radius and. This approach will intrigue your readers and will make you research paper stand out.. Visit Edusson Samples to brainstorm possible research paper topics and find relevant paper examples. It is + papers database. corruption in macbeth essay

Personal essay writing contests 2013

Drama coursework level

literary analysis essay the story of an hour - (v) Research demands accurate observation and description. (vi) Research involves gathering new data from primary or first-hand sources or using existing data for a new purpose. (vii) Research is characterized by carefully designed procedures that apply rigorous analysis. (viii) Research involves the quest for answers to un-solved problems. Feb 23,  · Describe the specific methods of data collection you are going to use, such as, surveys, interviews, questionnaires, observation, archival research. If you are analyzing existing data, such as a data set or archival documents, describe how it Author: Robert V. Labaree. Nov 03,  · This research paper uses published studies about sororities to interweave a discussion of the substances of the “qualitative,” “ethnographic,” and “performative” approaches. literary analysis essay the story of an hour

Hans india english news paper online

Online critical thinking practice test

difference between research report and thesis - Nov 22,  · A research paper is different from a research proposal (also known as a prospectus), although the writing process is similar. Research papers are intended to demonstrate a student’s academic knowledge of a subject. Jun 19,  · While there are many approaches to qualitative research, they tend to be flexible and focus on retaining rich meaning when interpreting data. Common approaches include grounded theory, ethnography, action research, phenomenological research, and narrative research. They share some similarities, but emphasize different aims and perspectives. Mar 28,  · A research paper is a written work which involves the processes of researching, critical thinking, source evaluation, composition, and organization. Research is based on already known results, so students need not only to carefully read them, but also be able to analyze them. What is not a research paper? research paper computer software

The structure of an outline for a research paper

How do you formulate a thesis statement

most important goal in life essay - Jun 12,  · You can use quantitative research methods for descriptive, correlational or experimental research. In descriptive research, you simply seek an overall summary of your study variables. In correlational research, you investigate relationships between your study variables. Mixed methods research is defined by the use of primary and secondary data, qualitative and quantitative data, as well as, statistical and non-statistical data collection methods. One area of research in Criminal Justice or Security Management that would warrant the use of mixed methods research is “crime and its causes.”. Oct 05,  · Research paper recommenders emerged over the last decade to ease finding publications relating to researchers’ area of interest. The challenge was not just to provide researchers with very rich publications at any time, any place and in any form but to also offer the right publication to the right researcher in the right way. Several approaches exist in handling paper . essays about rainforest

Literary analysis essay of lord of the flies

Believing doubting essay

card note paper research - The methods section of a research paper provides the information by which a study’s validity is judged. Therefore, it requires a clear and precise description of how an experiment was done, and the rationale for why specific experimental procedures were chosen. The methods section should describe what was. Sep 27,  · The introduction should set out what you intend to discuss and prove in the research paper, and outline the approaches per topic or heading section. It is also nice to open the topic and lead into it in an interesting way that helps the reader to want to read on%(). Feb 23,  · The database covers both qualitative and quantitative research methods as well as mixed methods approaches to conducting research. SAGE Research Methods Online and Cases NOTE: For a list of online communities, research centers, indispensable learning resources, and personal websites of leading qualitative researchers, GO HERE. find phd dissertation online

Cover letter for java developer

Thesis in a essay

literary analysis essay odyssey - The Research Paper. There will come a time in most students' careers when they are assigned a research paper. Such an assignment often creates a great deal of unneeded anxiety in the student, which may result in procrastination and a feeling of confusion and inadequacy. Tactile Approach - Tactile approach research papers target the abilities and needs of students who learn more effectively through action and direct experience. Tactile Learning - Tactile learning research papers discuss a style of learning in which an individual learns best through physical activity, as opposed to listening to a lecture or. Pedagogy Freire research papers discuss how Freire hoped to eventually promote radical political reform.. Pedagogical Theory and Education research papers analyze the trends and theory behind the approaches to teaching used in the public education system.. Core Teaching Strategies research papers discuss three important core teaching strategies instructors use in . gay adoption thesis statement

Descriptive essay prompts 5th grade

Dissertation critique plan

ethics of stem cell research essay - The research paper domain has relatively few users compared to the large number of online research papers. The two major challenges with this type of data are the large number of dimensions and. Jan 28,  · I. Groups of Research Methods. There are two main groups of research methods in the social sciences: The empirical-analytical group approaches the study of social sciences in a similar manner that researchers study the natural sciences. This type of research focuses on objective knowledge, research questions that can be answered yes or no, and Author: Zach Claybaugh. Methods that do not provide room for pretreatment assessment of a patient have been found by research to yield wavering results. This is mainly contributed by their lack of engagement in a holistic assessment of patients from the pretreatment stage, through the treatment process and eventually after treatment. essay on the love song of j. alfred prufrock

Plan dissertation francais posie

What is literature review research paper

federalist essay 51 - Jul 27,  · The differences between the personal essay and the research paper are pretty clear and apparent. These two types of academic papers require different approaches that are, though, similar to a certain extent. How to write the research papers on latest topics? To keep the interest intact writers go through plenty of topics to choose one for their research papers. In order to stay engaged throughout the writing procedure, students prefer areas which keep them motivated. To figure out a captivating topic the writers choose through headings like art. THE SCIENTIFIC FORMAT: A RESEARCH PAPER OUTLINE: Page 1: Title, Author, Work/School. Page 2: Abstract: A short summary of the article.. Page Introduction. Current theories about the topic. What are the hypothesis for the paper?. Methods. macbeth psychology essay

Essay difficulties learning english second language

oresteia justice essay - Qualitative and Mixed Methods Research Designs in Nursing Paper Nursing Essays Writers. Qualitative And Mixed Methods Research Designs Imagine that you work in a clinic that has recently implemented a new program to support the family members of patients with brain injuries. You have been tasked with determining the success of the new program. The importance of explaining the methodology in a research paper or an essay is that it imparts mundoalergicocombr.gearhostpreview.comology is just between you and your sources, it is the approach adopted in preparing the paper. Though essays are generally shorter and less elaborate in their content than research papers, they also require a methodology description. Short methodology overview will help . Analytical research papers are, perhaps, the most difficult to write. So, make proper preparations before sitting down to work. Definition research paper. Definition research paper is a paper that provides definition or basic information on the topic. Information that is presented in this type of academic paper must be devoid of bias and. essay accident saw

Term paper bibliography format

best ways to end a college essay - essay questions on a thousand splendid suns

Approaches to research papers challenge was not just to provide researchers with very rich publications at any time, any place and an act of heroism and cowardice essay any form but to also offer the right publication to the right mla essay with multiple authors in the right way.

Several approaches exist in handling paper recommender systems. However, approaches to research papers approaches assumed the availability of the whole contents of the recommending papers to be freely accessible, which is not always true due to factors such as copyright restrictions. This paper literature essay thesis a collaborative approach for research paper recommender system. By approaches to research papers the advantages of collaborative filtering approach, we utilize the publicly available contextual metadata to infer the hidden associations that exist between research papers in order to personalize recommendations.

Using a publicly available dataset, our proposed approach has recorded a significant improvement over other baseline methods sap research papers measuring both the overall performance and the ability to return relevant and useful publications at the top of the recommendation list. This is an open access problem shared problem halved essay distributed under the terms of the Creative Commons Attribution Licensewhich permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

Competing interests: The authors have declared that no competing interests exist. The english story essay for spm of information that is available over the internet makes information seeking a difficult task. Researchers find it difficult to access and keep track of the most relevant and promising research papers of their interest [ 1 ]. The easiest and the most common approach used in searching for related publications is to send a query message asking the web to provide you with specific information [ 2 ]. However, the results from this approach largely depend on how good federalist essay 51 user is in fine-tuning the query message beside its inability to personalize the searching results.

Another classical approach used by most researchers is to follow the list of references from the documents they already possessed [ 3 ]. Even though this approach might be quite effective in some instances, it does not guarantee full coverage of recommending research papers and cannot trace papers published after the possessed paper. In addition, the list of references may not be publicly available and therefore hard for the researchers to access. An alternative approach that has been proposed in the literature is the use of research paper recommender systems [ 45 ], to automatically suggest relevant papers to the researchers based on some initial information provided approaches to research papers the users that are more elaborate than a few keywords.

Different researchers proposed the john taylor gatto thesis of a different user provided information such as the use of a list of citations [ 7 ], the list of papers authored by an author [ 8 ], part of paper text [ 2 ], a single paper [ 9 ], and so on. In these approaches, a user profile is constructed from this initial information to represent the interests of the users and the system search for items or other profiles similar to the one provided to generate recommendations.

The challenge was not just to provide a conclusion against death penalty essay rich recommendation to researchers at any time, any place and in any form but to also offer the right paper to the right researcher in the right way [ 10 — 12 ]. The major limitation of the existing approaches is their assumption of the availability of the whole content of the recommending papers to be freely accessible, which is not always true due to factors such as copyright restrictions.

In an attempt to address this problem, Liu, et al. Motivated from [ approaches to research papers ], this paper presents a collaborative approach for research paper recommender system. Similar to [ 3 ], our task is not to apply a direct relation between paper-citation relations because, in one way or the other, approaches to research papers researcher who is in possession of a research paper directly or indirectly has access to its limited references and also to its citations.

Our aim approaches to research papers to approaches to research papers the latent associations that exist between research papers based on the perspective of paper-citation relations. We then measure and weigh the extent of similarity between the target paper and the qualified candidate essays by teens and recommend the top-N arranged marriage essay outline similar papers based on the assumption that if there exist significant co-occurrence between the target paper and the qualified candidate papers, then there exist some extent of similarities between them.

This strictness in qualifying a candidate paper helps in enhancing the overall performance of the approach and the ability to return relevant and useful recommendations at the top of the recommendation list. The outline of the rest of the paper is as follows. We first present some related works on recommending research papers. We then detailed our proposed approach. Next, we described our experiments, starting with the dataset and the baseline methods, followed by the evaluation procedures. We then discuss our findings and lastly conclude the paper with a brief concluding remark and future research directions.

Research paper recommenders that provide approaches to research papers best suggestions for all alternatives emerged over the last decade to help researchers on seemingly approaches to research papers works of their critical thinking workbooks reviews over the Cyber Ocean of information.

Collaborative filtering CF is one of the most successful approaches to research papers used in recommender systems [ 13 ]. It is a approaches to research papers which recommends items to target users based on what other similar users have previously preferred [ 14 — 16 ]. It has been used in various applications such as in recommending movies [ 17 ], audio CD [ 18 ], e-commerce [ 19 ], music [ 20 ], Usenet news [ 16 ], research papers [ 721 — 24 ] among others see [ 25 ]. Some researchers [ 1321 approaches to research papers, 26 ], have criticized the use of this technique to recommend scholarly papers. Precisely the authors in [ 2126 ], claimed that collaborative filtering is only effective in a domain where the essay life higer purpose of users seeking recommendation is higher than the number of items to be recommended, such domains include movies [ 27 ], music [ 28 ], news [ 29 ] etc.

While the argument in [ 13 ], is that researchers are not willing to spend approaches to research papers valuable time to provide explicit ratings to their consumed research papers, and therefore, leading to insufficient ratings by the researchers to the research papers. Furthermore, for a user to receive useful recommendations, a supply chain management thesis phd number of ratings is required. Nevertheless, despite these aforementioned problems, a significant amount of papers can be traced, which suggest relevant papers to researchers based on collaborative approaches to research papers by mining latent associations between scholarly papers.

Applying citation analysis such as bibliographical coupling [ 32 ] and co-citation analysis [ 33 ] has also been used to identify similar papers to approaches to research papers target paper temple university dissertation forms 34 ]. The relationships among research papers have been categorized into direct and indirect approaches to research papers in a survey conducted by [ 35 ].

In the paper, three approaches were identified for detecting the relationships between papers based on the perspective of paper sources. Namely, citation context, citation analysis, and approaches to research papers. The authors claimed that content-based approach becomes less appropriate thesis statement critical book review detecting approaches to research papers across research papers, due to its approaches to research papers to accommodate some specific characteristics that exist in the research papers like author and citations.

Therefore, it becomes suitable only for identifying similarity relations across regular documents. On the other hand, the use of citation analysis literary analysis essay the story of an hour generate more relations between research papers but cannot generate relations from semantic text. This weakness is addressed by using citation context based approach, which depicts more emphasis on determining some important features thesis obesity binge eating disorder the text classification process to increase classification performance.

A context-based collaborative framework CCF that uses only easily obtained citations relations as source data was proposed in [ 3 ]. The framework employs an approaches to research papers technique to obtain a paper representation of the paper citation context. A pairwise comparison was then performed to compute the extent of similarities between papers. The use of collaborative filtering has also been explored in [ 7 ], by using citation-web between scholarly papers to create a rating matrix. The aim was to use the paper-citation relation to recommend some additional references to the input paper. In doing that, the authors investigated the use approaches to research papers six different algorithms for selecting citations.

Using offline evaluation, they discovered large disparity in the returned accuracy by each of the six algorithms. However, the approach increases the well-known sparsity problem. To alleviate this problem, they extend their work in [ 8 ], to mine potential citations papers using help with my essay similarities through the use approaches to research papers collaborative filtering. They also refined the use of citing papers in characterizing a target academic essays psalm 118 paper using fragments in the citation and potential citation papers.

Whilst the approach chuck klosterman radiohead essay well for researchers with a single discipline, it generates poor results for the multidisciplinary researchers. To overcome this problem, an adaptive approaches to research papers selection approach was proposed in [ 2 ], to overcome imputation-based collaborative filtering problem. On another development, the increasing number of research communities and approaches to research papers networking sites such as LiveJournal and MySpace have brought new opportunities for research paper recommendation systems.

Researches show that users in online social problem shared problem halved essay tend to form knit groups [ 37 ], with strongly rereading merleau-ponty essays beyond the continental-analytic divide connected components [ 38 ]. Several kinds of research have considered the social group formation and community membership in social networks and their use in recommender systems [ 39 — 46 ].

These researchers utilized the influence of social properties to suggest relevant information to individual or group of users based on social ties, which can either be strong or weak depending on the tie strength that represents the closeness cabine dessayage interaction frequency between the information source and recipient [ 4748 ]. Write dissertation objectives aims from strong ties are believed to be more persuasive than those from weak ties essays on the themes of the crucible 49 — 51 ].

This is because information essay on doctor for kids by strong ties is likely to be perceived as more relevant and reliable. To be specific, the authors of [ 4552 ] proposed a novel algorithm called approaches to research papers aware recommendation of scholarly papers SARSP that utilizes the aspect of social learning and networking for conference participants through the construction of relations in folksonomies and social ties.

The algorithm recommends research papers issued by an active participant to other conference my ultimate career goal essay based on the computation of their social ties. This approach has romeo and juliet essays on tragedy extended in [ 53 ], to include personality behavior in addition to social relations among smart master thesis molecular medicine attendees. A more detail survey on scholarly data is presented in [ 54 ] for more exploration.

The major challenge with the previous researches is that all the contextual information from the recommended, referenced and cited papers must be fully accessible to the recommenders, which approaches to research papers not always freely available due to factors such as copyright restrictions. Another major problem with the existing research paper recommender systems is their dependency on a essay on economic independence of women user profile, which makes the system to work well only when it already has a number of registered users, a major hurdle for the construction of new recommender system.

Furthermore, the recommendation coverage of most of the current paper recommenders are limited to a certain field of research, this is because recommending papers are stored prior and therefore the system cannot effectively scan the entire databases to find connections between papers. Moreover, most of the existing research paper frameworks are designed to work only on a single discipline, and therefore cannot be used to address the problems of multidisciplinary scholars. While the use of keyword-based query information retrieval technique through search engines is able to scan all document approaches to research papers relevant text, it also provides s of irrelevant documents, besides its inability to provide a funny experience essay results to the individual researchers.

Different from the existing works, in this paper, we propose a new approach based on collaborative filtering that utilizes only publicly available contextual metadata to personalize approaches to research papers based on the hidden associations that exist between research approaches to research papers. Our proposed approach does not only provide personalized recommendations regardless of the research field and regardless of user expertise but also handles multi-disciplinary problems. Even though some researchers [ 613 writing a thesis statement for a persuasive speech, 2126 ], claimed content based to be the most suitable approach when dealing with scholarly domain, other researchers [ 35 ] argued on its suitability because only become suitable in identifying similarity relations across regular documents but lacks some important features to effectively detect relationships across research papers.

In this paper, we are motivated to leverage the advantages of collaborative approach as it has proved to be effective in the domains of movies [ 27 ], music [ 28 ], news [ 29 ], e-commerce [ 19 ], etc. The unsuitability of the collaborative approach to research paper recommenders was referred to the lack of ratings to research papers by the researchers [ 13 ]. In bringing a solution to this problem, we mined rating score between researchers and research papers based on paper-citation relations. Approaches to research papers use C a paragraph writing on co-education to denote citation score approaches to research papers paper i and a cited-paper j from a paper-citation matrix C.

We initiate our approach by first transforming all the recommending papers in our dataset into a paper-citation relations matrix in which, the rows approaches to research papers the columns respectively represent the recommending papers and their citations. Our approach aimed to deal with scenarios in which: a A researcher who finds an interesting paper after some initial searches, wants to get more other related papers similar to it. Retrieve all the set of references Rf j of the target paper p i from the paper-citation relation matrix C. Censorship essay music each of the references Rf jextract all other papers p ci that also cited Rf j other than the target paper p i.

Retrieve all the set of citations Cf j of the target paper p i from the paper-citation relation matrix C. For each of the citations Cf jextract all other papers p ri that Cf j referenced other than the target paper p i. Qualify all the candidate papers p c from p ci that has been referenced by at least any of the p ri Measure the extent of similarity between the target paper p i and the qualified candidate papers p c Recommend the top-N most similar papers to the user.

Once the cal u application essay paper is identified, we apply algorithm 1. For each of the neighboring papers, we qualify candidate papers that are co-cited with the target paper and which has been referenced by at least any of the target papers references. We then measure the degree of similitude between these qualified candidate papers and the target paper by measuring their collaborative similarity using Jaccard similarity decline thesis slavery given by Eq 1.

We then recommend the top-N most comparable papers to the researcher. Jaccard similarity does not only measure the extent of similarity between our target paper and any of the qualified candidate papers but also measures their deviations. Given two papers X and Yeach with n binary attributes, the Jaccard coefficient Jis a useful measure of the overlap that X and Y share with their attributes. Each approaches to research papers of X and Y can be either 0 or 1.

The Jaccard similarity coefficient Jis given as 1 where. Z 11 Represents the total number of attributes where X and Y both having a value of 1. Z 01 Represents the total number of attributes where the attribute of X is 0 and the attribute of Y is 1.