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On Writing High Quality Technical Papers VLDB Database School (China) Suzhou University, October 3, 2002 Lu Hongjun Hong Kong University of Science & Technology Email: luhj@cs.ust.hk URL: http://www.cs.ust.hk/~luhj
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2 H. Lu/HKUST NDBC2001 Assessing the Quality of Papers The most common measure today is its suitability for publication in the best journals or conferences in its area. The top conferences ACM SIGMOD/PODS, VLDB, ICDE, SIGKDD Regional database conference EDBT (Europe, even years), DASFAA For specific areas ACM CIKM, ICDT SSD, COOPIS, PAKDD, DOOD, ER, DEXA, WAIM, WISE …. National database conferences ADC (Australia), COMAD (India), …
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3 H. Lu/HKUST NDBC2001 Acceptance Rate of VLDB Year Number submitted Number accepted Percentage 20024316916% 20013075919% 20003515315% 19993905715% 19983275216% 19973355115% 19963404814% 19952975218% 19942935418%
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4 H. Lu/HKUST NDBC2001 Acceptance Rate of ICDE Year Number submitted Number accepted Percentage 200337851 13% 2002 2001 20002874114% 19992724215% 19982525622% 19972404519% 19962646023% 19952335624%
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5 H. Lu/HKUST NDBC2001 Acceptance Rate of SIGMOD Year Number submitted Number accepte d Percentage 20002484217% 19992054220% 19982464217% 19972024221% 19962904716% 19952083617% 19942794014% 19932353917%
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6 H. Lu/HKUST NDBC2001 Acceptance Rate of CIKM Year Number submitted Number accepted Percentage 200230074 25% 19982105325% 1996993535% 19952245123%
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7 H. Lu/HKUST NDBC2001 Difficulties in Writing High Quality Papers High quality papers come from high quality research work. However, writing style matters a lot also. The intense competition in computer science, especially in DB related areas, has set highquality standards that we must follow The acceptance rate for good conferences < 20% Junior researchers and Ph. D. students with high-quality work may fail to produce high-quality papers poor English skills lack of proper training lack of method.
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8 H. Lu/HKUST NDBC2001 Possible Solutions A quick and easy solution produce a first draft, find a researcher with good writing skills to improve or entirely rewrite the paper can produce an excellent paper that you may not recognize you will not learn how to produce the paper yourself Find a good advisor Learn to write yourself Practice makes it perfect
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9 H. Lu/HKUST NDBC2001 The Life Cycle Starting Make sure you have a real, significant contribution before going to the next step. Planning. Produce a detailed outline of the entire paper as a good basis for discussion and improvement before writing. Writing. Starting with the abstract and introduction to fix the motivation and structure of the paper Writing the other sections Finishing with the conclusion Building the bibliography in parallel with writing.
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10 H. Lu/HKUST NDBC2001 The Life Cycle (Cont’d) Checking Use standard tools (speller, dictionaries, crossreferencing checker, etc.) to correct all mistakes. Failing to do this will be interpreted as unprofessional Rewriting Circulate the paper internally to get rapid feedback. Then revise and rewrite according to suggestions Submitting the paper Choose the right place to submit Receiving the review reports To have a party
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11 H. Lu/HKUST NDBC2001 Choosing A Right Topic High quality papers come from high quality research work. The most important thing is to choose a right research topic As a student, There are research issues in implementation Quite a lot of good papers are generated from system implementation Define your scope appropriately Decompose a topic into phases
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12 H. Lu/HKUST NDBC2001 Design Your Paper Design a scheme for the paper that best conveys the idea Planning the main elements of the content (formalism, algorithms, examples, etc.) for overall consistency Appropriate formalism at the suitable level of abstraction to avoid being too close to your environment or prototype implementation algorithms must be described in a suitable way, with pseudocode or graphics, depending on their complexity avoid lowlevel languages or overdetailed graphics unless absolutely necessary. Planning a common example to be used consistently throughout the paper
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13 H. Lu/HKUST NDBC2001 Writing with Good Style Brevity avoiding unnecessary words and ideas more precise. Precise Contents: defining all concepts and terms of interest the first time they appear and referring to them with the same word Citations and claims: do not over-stating the contributions simple American people prefer simple sentences: avoid complex sentences by breaking them into simpler, connected ones People do not like complex formalisms unless absolutely necessary, especially DB people: Do not make simple concept difficult to understand
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14 H. Lu/HKUST NDBC2001 Paper Organization Abstract summarize the paper, and clearly stating the context, the contribution, and the main results of the paper 1. Introduction 2. Contents 3. ………….. 4. Conclusions summarize the paper contribution and emphasize the main result can also address application of the result and open issues give future research directions Acknowledgement References
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15 H. Lu/HKUST NDBC2001 Introduction Convince the reader that the paper is worth reading, Identify the selling points A good paper should addresses an important problem A good paper should provides an exciting, solid solution It is usually structured as: context of the paper, precise problem definition, limitations of existing solutions (if any), goal of the paper, key ideas a short outline
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16 H. Lu/HKUST NDBC2001 Contents The content provides the substance of the paper develop the key idea and results Organize them in a good ay so that the reader is convinced of its significance and validity. The key idea must be clearly stated and identified Trying to convey too many ideas, even related, may obscure the main idea and confuse the reader. Fixing a size limit for the paper, e.g., 20 doublespace pages, is a good way to encourage focus Ease the task of the reader (understanding the contribution) with good organization, brevity and illustration. Plan appropriate number of sections, subsections and paragraphs. They must be selfcontained and consistent, i.e., avoid forward and backward references that make reading unpleasant.
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17 H. Lu/HKUST NDBC2001 Algorithm Descriptions Algorithm description is not your C++/Java program Algorithm description should neither be too simple, (2-3 lines), nor too complex (50 lines) Decompose complex algorithm in a number of functions No need to give the details for simple, well-known functions Explain algorithms in English words State clearly data structures used in your algorithm Using diagrams and examples to help readers to understand your algorithm
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18 H. Lu/HKUST NDBC2001 Demonstrate the Result formal paper, theorems with their proofs are necessary. But proofs should be understandable and not too long, 0.5-2 pages systemoriented paper presenting a new technique simulation or implementation results are more convincing than analytical models. Performance study/Experiments
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19 H. Lu/HKUST NDBC2001 Experiment Design & Result Presentation Experiment design is critical part of research Environment: machine, OS, language The objective of your experiment The sets of experiments conducted and parameter setting Result presentation is an art Choose right form: table, chats Ensure good format
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20 H. Lu/HKUST NDBC2001 References It is important part. Appropriate citations show that you know exactly what you are doing Cite important papers that addressed the related problem Do not cite unrelated, or remotely related papers Do not cite too many of your own papers Do not cite inaccessible papers Formatting the references carefully Using the standard format, e.g. name abbreviations, conference venues, page numbers Make sure what cited is correct
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21 H. Lu/HKUST NDBC2001 Conclusions High quality papers come from high quality research Paying attention to your paper writing can help you maximize your research result It is more difficult to teach how to write good papers than to learn how to write good papers Only way to learn is to write more
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