Information for Authors
Table of Contents
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1. TKDD will encourage submissions that have not been published or submitted previously to this or any other publication, and submissions which may significantly contribute to opening up new and potentially important areas of research and development. TKDD will do this by giving earliest possible publication dates for such submissions once they have been accepted. The Associate Editors, with the recommendation from the reviewers, will determine which submissions fall into these categories. The subsequent submissions are then recommended to the Editor-in-Chief, who will make the final decision.
2. TKDD will promote fusion of theory and systems by strongly encouraging the authors of theory papers to indicate applications and implementation considerations/consequences, and the authors of systems papers to indicate the use of existing theoretical results and to point to possible theoretical research issues.
3. TKDD will publish outstanding papers which are "major value-added extensions" of papers previously published in conferences; that is, TKDD will not automatically reject papers that are major extensions to previously published conference papers. These papers will go through the normal review process.
4. TKDD will strive to make papers straightforward and more readable by recommending that authors include examples where appropriate and to make greater efforts to target their presentation to a broader audience than specialists doing current research in the topical areas of the papers.
5. The TKDD Editorial Board is committed to providing an editorial decision within five months, starting with papers submitted in January 2006. This turnaround time is defined to start with the day the paper was submitted electronically and extends to the day the decision was sent to the author. It is expected that the average turnaround time will be even shorter, so prospective authors can expect a fast review of their submission. TKDD editors will also regard a submission to have been withdrawn if its required revision is not submitted within six months of the revision notification.
6. TKDD will discourage excessively long papers (longer than 50 double-spaced pages including figures, references, etc.), and unnecessary digressions, even in shorter papers. TKDD’s goal is to motivate the authors to bring out the essence of their papers more clearly, to make it easier for the reviewers and readers to follow the article, and to allow TKDD to publish more papers in any given issue.
7. Similarly, TKDD encourages shorter submissions, even very short (for example, five page) submissions. The primary focus of review is the significant improvement on the state-of-the-art, not the number pages the manuscript fills.
8. TKDD will adopt the ACM Computing Surveys' style of references; that is, references will be labeled by authors' names and years of publication, rather than by numbers.
9. The editor processing a paper normally assigns three reviewers to a paper. Reviewers provide advice to the editor to assist him/her in reaching an editorial decision regarding the paper. The editor's decision may differ from the consensus of the reviewers. If the editor determines early on in the process that a submission is a clear-reject (through an early-arriving review, editor's own reading, etc.), the editor may stop the review process without collecting all reviews.
10. TKDD will publish occasional special issues to provide timely enhancement to promising areas of research and development, or a timely consolidation of the results in other areas. Guest editors will be invited to organize such issues.
11. TKDD will also publish focused surveys. These reviews should be deeply focused and will sometimes be quite narrow, but will make a contribution to our understanding of an important area or subarea of knowledge discovery from data, broadly defined. More general surveys that are intended for a broad-based Computer Science audience or surveys that may influence other areas of computing research should continue to go to ACM Computing Surveys. Brief surveys on recent developments in knowledge discovery research are more appropriate for ACM SIGKDD Explorations. TKDD surveys should be educational to data mining audiences by presenting a relatively well-established body of data mining research. Surveys can summarize prior literature on a theoretical or systems research topic, or can explain approaches implemented in commercial systems. A survey of the former type summarizes literature on a particular subject, presenting a new way of understanding how the papers in this literature fit together. A survey of the latter type summarizes the best industrial art, and can be acceptable even if it represents no new contribution over what has been used in industry for years, if the paper's content is not to be found in the published literature.
The ACM Transactions on Knowledge Discovery from Data publishes original archival papers in the area of knowledge discovery and data mining and closely related disciplines. (See the Editorial Charter for further details.) Submitted papers are judged primarily on originality and relevance, but effective presentation is also critical. Contributions should conform to generally accepted practices for scientific papers with respect to organization and style.
TKDD also publishes focused surveys. These should be deep and will sometimes be quite narrow, but would make a contribution to our understanding of an important area or subarea of knowledge discovery and data mining, broadly defined. More general surveys that are intended for a broad-based Computer Science audience or surveys that may influence other areas of computing research should continue to go to ACM Computing Surveys. Brief surveys on recent developments in data mining research are more appropriate for SIGKDD Explorations.
Finally, TKDD welcomes submissions that review, critique, correct, or expand on a paper previously published in TKDD. Such submissions will go through the standard formal review. Where appropriate, the author(s) of the original paper will be given an opportunity to respond, with their own submission.
The technical contributions appearing in ACM journals are normally original papers that have not been published elsewhere.
A submission based on one or more papers that appeared elsewhere must have major value-added extensions over what appeared previously. There is little scientific merit in simply sending a conference version to a journal after the paper has been accepted for the conference.
Widely distributed refereed conference proceedings, in addition to journal papers, are considered publications, but technical reports and CORR articles (which are not peer reviewed) are not. All overlapping papers appearing in workshop proceedings and newsletters should be brought to the editor's attention; they may be considered publications if they are peer reviewed and widely disseminated.
A manuscript that is based on one or more previous publications by one or more of the published authors should consist of at least 30% new material in the new submission. The new material should be content material; meaning, it should be descriptive beyond straightforward proofs or basic performance figures, but rather illustrate those dimensions that offer substantial, new insights. The submitted manuscript provides an opportunity to present additional results, for example by considering new alternatives or by delving into some of the issues listed in the previous publication(s) as future work. At the same time, it is not required that the submitted manuscript contain all of the material from the published paper(s). In fact, only enough material need be included from the published paper to set the context and render the new material logical.
The disclosure requirement concerns any paper by any author of the TKDD submission that overlaps significantly with the TKDD submission and: (a) is in submission, (b) has been accepted for publication, or (c) has been published at the time of submission. An overlap is significant when it exceeds a page of the TKDD submission or when the overlap concerns content material in the TKDD submission, regardless of length.
Note that the novelty requirement applies to papers in categories (a)-(c).
The likely outcome of a failure to comply with this Prior Publication Policy is rejection. In particular, the editor, at his or her discretion, may choose immediately to reject a submission when an overlapping paper is discovered about which the corresponding author did not adhere to the requirements stated above.
To ensure proper indexing, classification, retrieval and distribution, authors must include the following in the manuscript.
To submit a paper, please use the file upload submission process. PDF or postscript are the preferred formats.
If the paper has previously been published, and the author is submitting it with significant updates (see the Prior Publication Policy), please upload the original publication as a supplementary file for review. Before submitting their manuscript, authors should examine the Prior Publication Policy to ensure that their manuscript adheres to both the novelty and disclosure requirements.
Authors should keep editors informed of changes of address. Papers will be refereed in the manner customary with scientific journals before being accepted for publication. It you have any questions, please contact the Editor-in-Chief, and always inform editors in your submission letters of any possible conflicts. Correspondence on editorial matters should be addressed to one of the editors. Correspondence regarding accepted papers should be sent to the following address.
Submitted papers are evaluated by anonymous referees for originality, relevance, and presentation. (Please see the TKDD referee guidelines for more details.) The author will be notified of the name of an Associate Editor who will be responsible for the processing of the manuscript, and should address correspondence to that Associate Editor.
If an author has concerns about how their paper was handled, that author should first bring those concerns to the Associate Editor who handled the processing of the paper. In almost all cases, any misunderstanding will be able to be resolved then. If the concern is not addressed, the author can ask the Associate Editor to turn over processing of the paper to the Editor-in-Chief. This is the Associate Editor's decision. Should the Associate Editor decide not to turn over the processing of the paper, the editorial decision will stand. Otherwise, the Editor-in-Chief will reexamine the materials, and make the final editorial decision.
Once a manuscript is accepted, a final version must be submitted to the Editor who processed the paper for transmission to ACM for publication. Although this may be done on paper, electronic submission is highly encouraged. ACM provides for a wide variety of formats for such electronic submissions. Please refer to ACM's Guidelines for Submitting Accepted Articles for details. If the final manuscript is submitted in a format other than LaTeX, then a printed copy of the manuscript must also be sent to the Editor who processed the paper.
The Editor who processed the paper will send to ACM a cover letter notifying ACM of the paper's acceptance and all milestone dates regarding the processing of the paper.
Authors whose papers are accepted sign a form which transfers copyright to the ACM. This form will be sent by the Editor-in-Chief along with notification of acceptance. The completed form should be returned as indicated on the form. Authors retain liberal rights to material published by the ACM. The following is the standard copyright notice used by ACM journals :
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Further details can be found at ACM Interim Copyright Policy.
Submittal of an algorithm for consideration for publication in Transactions on Knowledge Discovery from Data implies that unrestricted use of the algorithm within a computer is permissible.
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