Vincent Neiger
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- ISSAC '16: Proceedings of the 2016 ACM International Symposium on Symbolic and Algebraic Computation (2)
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- research-articlePublished By ACMPublished By ACM
Computing Krylov iterates in the time of matrix multiplication
- Vincent Neiger
LIP6, Sorbonne Université, CNRS, France
, - Clément Pernet
Grenoble INP - UGA, CNRS, France
, - Gilles Villard
LIP, CNRS, ENS de Lyon, Univ de Lyon, Inria, UCBL, France
ISSAC '24: Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation•July 2024, pp 419-428• https://doi.org/10.1145/3666000.3669715Krylov methods rely on iterated matrix-vector products Akuj for an n × n matrix A and vectors u1, …, um. The space spanned by all iterates Akuj admits a particular basis — the maximal Krylov basis — which consists of iterates of the first vector u1, Au1,...
- 0Citation
- 49
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MetricsTotal Citations0Total Downloads49Last 12 Months49Last 6 weeks6
- Vincent Neiger
- research-articlePublished By ACMPublished By ACM
Optimized Gröbner basis algorithms for maximal determinantal ideals and critical point computations
- Sriram Gopalakrishnan
LIP6, Sorbonne Université, France and David R. Cheriton School of Computer Science, University of Waterloo, Canada
, - Vincent Neiger
LIP6, Sorbonne Université, France
, - Mohab Safey El Din
LIP6, Sorbonne Université, France
ISSAC '24: Proceedings of the 2024 International Symposium on Symbolic and Algebraic Computation•July 2024, pp 400-409• https://doi.org/10.1145/3666000.3669713Given polynomials g and f1, …, fp, all in <Formula format="inline"><TexMath><?TeX $\field [x_1,\dots,x_n]$?></TexMath><AltText>Math 1</AltText><File name="issac24-43-inline1" type="svg"/></Formula> for some field <Formula format="inline"><TexMath><?TeX $...
- 0Citation
- 35
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- Sriram Gopalakrishnan
- research-articlePublished By ACMPublished By ACM
Faster Modular Composition
- Vincent Neiger
Sorbonne Université, Paris, France
, - Bruno Salvy
Inria, Lyon, France
, - Éric Schost
University of Waterloo, Waterloo, Canada
, - Gilles Villard
CNRS, Lyon, France
Journal of the ACM, Volume 71, Issue 2•April 2024, Article No.: 11, pp 1-79 • https://doi.org/10.1145/3638349A new Las Vegas algorithm is presented for the composition of two polynomials modulo a third one, over an arbitrary field. When the degrees of these polynomials are bounded by n, the algorithm uses O(n1.43) field operations, breaking through the 3/2 ...
- 1Citation
- 212
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MetricsTotal Citations1Total Downloads212Last 12 Months212Last 6 weeks23
- Vincent Neiger
- research-articlePublished By ACMPublished By ACM
Beating binary powering for polynomial matrices
- Alin Bostan
Inria, France
, - Vincent Neiger
Sorbonne Université, CNRS, LIP6, France
, - Sergey Yurkevich
University of Vienna, Austria and Inria, France
ISSAC '23: Proceedings of the 2023 International Symposium on Symbolic and Algebraic Computation•July 2023, pp 70-79• https://doi.org/10.1145/3597066.3597118The Nth power of a polynomial matrix of fixed size and degree can be computed by binary powering as fast as multiplying two polynomials of linear degree in N. When Fast Fourier Transform (FFT) is available, the resulting complexity is softly linear in N,...
- 0Citation
- 37
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- Alin Bostan
- research-articlePublished By ACMPublished By ACM
Refined F5 Algorithms for Ideals of Minors of Square Matrices
- Sriram Gopalakrishnan
Sorbonne Université, France
, - Vincent Neiger
Sorbonne Université, France
, - Mohab Safey El Din
Sorbonne Université, France
ISSAC '23: Proceedings of the 2023 International Symposium on Symbolic and Algebraic Computation•July 2023, pp 270-279• https://doi.org/10.1145/3597066.3597077We consider the problem of computing a grevlex Gröbner basis for the set Fr(M) of minors of size r of an n × n matrix M of generic linear forms over a field of characteristic zero or large enough. Such sets are not regular sequences; in fact, the ideal ⟨...
- 0Citation
- 41
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MetricsTotal Citations0Total Downloads41Last 12 Months14
- Sriram Gopalakrishnan
- research-articlePublished By ACMPublished By ACM
Rank-Sensitive Computation of the Rank Profile of a Polynomial Matrix
- George Labahn
University of Waterloo, Waterloo, Canada
, - Vincent Neiger
Sorbonne Université, CNRS, LIP6, Paris, France
, - Thi Xuan Vu
UiT, The Arctic University of Norway, Tromso, Norway
, - Wei Zhou
University of Waterloo, Waterloo, Canada
ISSAC '22: Proceedings of the 2022 International Symposium on Symbolic and Algebraic Computation•July 2022, pp 351-360• https://doi.org/10.1145/3476446.3535495Consider a matrix F ε K [x]^mxn of univariate polynomials over a field K. We study the problem of computing the column rank profile of F. To this end we first give an algorithm which improves the minimal kernel basis algorithm of Zhou, Labahn, and ...
- 2Citation
- 60
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- George Labahn
- research-articlePublished By ACMPublished By ACM
Faster Change of Order Algorithm for Gröbner Bases under Shape and Stability Assumptions
- Jérémy Berthomieu
Sorbonne Université, CNRS, LIP6, Paris, France
, - Vincent Neiger
Sorbonne Université, CNRS, LIP6, Paris, France
, - Mohab Safey El Din
Sorbonne Université, CNRS, LIP6, Paris, France
ISSAC '22: Proceedings of the 2022 International Symposium on Symbolic and Algebraic Computation•July 2022, pp 409-418• https://doi.org/10.1145/3476446.3535484Solving zero-dimensional polynomial systems using Gröbner bases is usually done by, first, computing a Gröbner basis for the degree reverse lexicographic order, and next computing the lexicographic Gröbner basis with a change of order algorithm. ...
- 3Citation
- 87
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MetricsTotal Citations3Total Downloads87Last 12 Months21Last 6 weeks4
- Jérémy Berthomieu
- research-article
Deterministic computation of the characteristic polynomial in the time of matrix multiplication
- Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR 7252, F-87000 Limoges, France
, - Clément Pernet
Université Grenoble Alpes, Laboratoire Jean Kuntzmann, CNRS, UMR 5224, 700 avenue centrale, IMAG - CS 40700, 38058 Grenoble cedex 9, France
AbstractThis paper describes an algorithm which computes the characteristic polynomial of a matrix over a field within the same asymptotic complexity, up to constant factors, as the multiplication of two square matrices. Previously, this was ...
- 5Citation
MetricsTotal Citations5
- Vincent Neiger
- research-articlePublished By ACMPublished By ACM
Algorithms for Linearly Recurrent Sequences of Truncated Polynomials
- Seung Gyu Hyun
University of Waterloo, Waterloo, ON, Canada
, - Vincent Neiger
University Limoges, CNRS, XLIM, UMR 7252, F-87000 Limoges, France
, - Éric Schost
University of Waterloo, Waterloo, ON, Canada
ISSAC '21: Proceedings of the 2021 International Symposium on Symbolic and Algebraic Computation•July 2021, pp 201-208• https://doi.org/10.1145/3452143.3465533Linear recurrent sequences are those whose elements are defined as linear combinations of preceding elements, and finding recurrence relations is a fundamental problem in computer algebra. In this paper, we focus on sequences whose elements are vectors ...
- 1Citation
- 48
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MetricsTotal Citations1Total Downloads48Last 12 Months10Last 6 weeks2
- Seung Gyu Hyun
- research-articlePublished By ACMPublished By ACM
A divide-and-conquer algorithm for computing gröbner bases of syzygies in finite dimension
- Simone Naldi
Univ. Limoges, Limoges, France
, - Vincent Neiger
Univ. Limoges, Limoges, France
ISSAC '20: Proceedings of the 45th International Symposium on Symbolic and Algebraic Computation•July 2020, pp 380-387• https://doi.org/10.1145/3373207.3404059Let f1, ..., fm be elements in a quotient Rn/N which has finite dimension as a K-vector space, where R = K[X1, ..., Xr] and N is an R-submodule of Rn. We address the problem of computing a Gröbner basis of the module of syzygies of (f1, ..., fm), that ...
- 3Citation
- 39
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MetricsTotal Citations3Total Downloads39Last 12 Months6
- Simone Naldi
- research-articlePublished By ACMPublished By ACM
Generic bivariate multi-point evaluation, interpolation and modular composition with precomputation
- Vincent Neiger
Univ. Limoges, Limoges, France
, - Johan Rosenkilde
Technical University of Denmark, Kgs. Lyngby, Denmark
, - Grigory Solomatov
Technical University of Denmark, Kgs. Lyngby, Denmark
ISSAC '20: Proceedings of the 45th International Symposium on Symbolic and Algebraic Computation•July 2020, pp 388-395• https://doi.org/10.1145/3373207.3404032Suppose K is a large enough field and P ⊂ K2 is a fixed, generic set of points which is available for precomputation. We introduce a technique called reshaping which allows us to design quasi-linear algorithms for both: computing the evaluations of an ...
- 6Citation
- 43
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MetricsTotal Citations6Total Downloads43Last 12 Months9Last 6 weeks1
- Vincent Neiger
- Article
An Algebraic Attack on Rank Metric Code-Based Cryptosystems
- Magali Bardet
LITIS, University of Rouen Normandie, Mont-Saint-Aignan, France
Inria, 2 rue Simone Iff, 75012, Paris, France
, - Pierre Briaud
Inria, 2 rue Simone Iff, 75012, Paris, France
, - Maxime Bros
Univ. Limoges, CNRS, XLIM, UMR 7252, 87000, Limoges, France
, - Philippe Gaborit
Univ. Limoges, CNRS, XLIM, UMR 7252, 87000, Limoges, France
, - Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR 7252, 87000, Limoges, France
, - Olivier Ruatta
Univ. Limoges, CNRS, XLIM, UMR 7252, 87000, Limoges, France
, - Jean-Pierre Tillich
Inria, 2 rue Simone Iff, 75012, Paris, France
Advances in Cryptology – EUROCRYPT 2020•May 2020, pp 64-93• https://doi.org/10.1007/978-3-030-45727-3_3AbstractThe Rank metric decoding problem is the main problem considered in cryptography based on codes in the rank metric. Very efficient schemes based on this problem or quasi-cyclic versions of it have been proposed recently, such as those in the ...
- 16Citation
MetricsTotal Citations16
- Magali Bardet
- research-article
Fast computation of approximant bases in canonical form
- Claude-Pierre Jeannerod
Univ Lyon, Inria, CNRS, ENS de Lyon, Université Claude Bernard Lyon 1, LIP UMR 5668, F-69007 Lyon, France
, - Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR 7252, F-87000 Limoges, France
, - Gilles Villard
Univ Lyon, CNRS, ENS de Lyon, Inria, Université Claude Bernard Lyon 1, LIP UMR 5668, F-69007 Lyon, France
Journal of Symbolic Computation, Volume 98, Issue C•May 2020, pp 192-224 • https://doi.org/10.1016/j.jsc.2019.07.011AbstractIn this article, we design fast algorithms for the computation of approximant bases in shifted Popov normal form. We first recall the algorithm known as PM-Basis, which will be our second fundamental engine after polynomial matrix ...
- 7Citation
MetricsTotal Citations7
- Claude-Pierre Jeannerod
- research-article
Block-Krylov techniques in the context of sparse-FGLM algorithms
- Seung Gyu Hyun
Cheriton School of Computer Science, University of Waterloo, Canada
, - Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR 7252, F-87000 Limoges, France
, - Hamid Rahkooy
Cheriton School of Computer Science, University of Waterloo, Canada
, - Éric Schost
Cheriton School of Computer Science, University of Waterloo, Canada
Journal of Symbolic Computation, Volume 98, Issue C•May 2020, pp 163-191 • https://doi.org/10.1016/j.jsc.2019.07.010AbstractConsider a zero-dimensional ideal I in K [ X 1 , … , X n ]. Inspired by Faugère and Mou's Sparse FGLM algorithm, we use Krylov sequences based on multiplication matrices of I in order to compute a description of its zero set by means ...
- 3Citation
MetricsTotal Citations3
- Seung Gyu Hyun
- research-articlePublished By ACMPublished By ACM
Implementations of Efficient Univariate Polynomial Matrix Algorithms and Application to Bivariate Resultants
- Seung Gyu Hyun
University of Waterloo, Waterloo, ON, Canada
, - Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR7252, Limoges, France
, - Éric Schost
University of Waterloo, Waterloo, ON, Canada
ISSAC '19: Proceedings of the 2019 International Symposium on Symbolic and Algebraic Computation•July 2019, pp 235-242• https://doi.org/10.1145/3326229.3326272Complexity bounds for many problems on matrices with univariate polynomial entries have been improved in the last few years. Still, for most related algorithms, efficient implementations are not available, which leaves open the question of the practical ...
- 6Citation
- 92
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MetricsTotal Citations6Total Downloads92Last 12 Months18Last 6 weeks3
- Seung Gyu Hyun
- research-articlePublished By ACMPublished By ACM
Sparse FGLM using the block Wiedemann algorithm
ACM Communications in Computer Algebra, Volume 52, Issue 4•December 2018, pp 123-125 • https://doi.org/10.1145/3338637.3338641Overview. Computing the Gröbner basis of an ideal with respect to a term ordering is an essential step in solving systems of polynomials; in what follows, we restrict our attention to systems with finitely many solutions. Certain term orderings, such as ...
- 0Citation
- 56
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MetricsTotal Citations0Total Downloads56Last 12 Months5
- research-article
Two-Point Codes for the Generalized GK Curve
- Elise Barelli
Inria Saclay and LIX, École Polytechnique, Palaiseau Cedex, France
, - Peter Beelen
Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark
, - Mrinmoy Datta
Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark
, - Vincent Neiger
Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark
, - Johan Rosenkilde
Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark
IEEE Transactions on Information Theory, Volume 64, Issue 9•September 2018, pp 6268-6276 • https://doi.org/10.1109/TIT.2017.2763165We improve previously known lower bounds for the minimum distance of certain two-point AG codes constructed using a Generalized Giulietti–Korchmaros curve (GGK). Castellanos and Tizziotti recently described such bounds for two-point codes coming from the ...
- 1Citation
MetricsTotal Citations1
- Elise Barelli
- research-articlePublished By ACMPublished By ACM
Certification of Minimal Approximant Bases
- Pascal Giorgi
LIRMM, Université de Montpellier, CNRS, Montpellier, France
, - Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR 7252, Limoges, France
ISSAC '18: Proceedings of the 2018 ACM International Symposium on Symbolic and Algebraic Computation•July 2018, pp 167-174• https://doi.org/10.1145/3208976.3208991For a given computational problem, a certificate is a piece of data that one (the prover) attaches to the output with the aim of allowing efficient verification (by the verifier) that this output is correct. Here, we consider the minimal approximant ...
- 4Citation
- 41
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MetricsTotal Citations4Total Downloads41Last 12 Months1
- Pascal Giorgi
- research-articlePublished By ACMPublished By ACM
Computing Popov and Hermite Forms of Rectangular Polynomial Matrices
- Vincent Neiger
Univ. Limoges, CNRS, XLIM, UMR 7252, F-87000 Limoges, France
, - Johan Rosenkilde
Technical University of Denmark, Kgs. Lyngby, Denmark
, - Grigory Solomatov
Technical University of Denmark, Kgs. Lyngby, Denmark
ISSAC '18: Proceedings of the 2018 ACM International Symposium on Symbolic and Algebraic Computation•July 2018, pp 295-302• https://doi.org/10.1145/3208976.3208988We consider the computation of two normal forms for matrices over the univariate polynomials: the Popov form and the Hermite form. For matrices which are square and nonsingular, deterministic algorithms with satisfactory cost bounds are known. Here, we ...
- 7Citation
- 79
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Supplementary Materialissac201807171550neiger.mp4
- Vincent Neiger
- research-articlePublished By ACMPublished By ACM
Computing Canonical Bases of Modules of Univariate Relations
- Vincent Neiger
Technical University of Denmark, Kgs. Lyngby, Denmark
, - Vu Thi Xuan
Ecole Normale Superieure de Lyon, Lyon, France
ISSAC '17: Proceedings of the 2017 ACM International Symposium on Symbolic and Algebraic Computation•July 2017, pp 357-364• https://doi.org/10.1145/3087604.3087656We study the computation of canonical bases of sets of univariate relations (p1,...,pm) ∈ K[x]m such that p1 f1 + ⋯ + pm fm = 0; here, the input elements f1,...,fm are from a quotient K[x]n/M, where M is a K[x]-module of rank n given by a basis M ∈ K[x]n ...
- 8Citation
- 90
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- Vincent Neiger
Author Profile Pages
- Description: The Author Profile Page initially collects all the professional information known about authors from the publications record as known by the ACM bibliographic database, the Guide. Coverage of ACM publications is comprehensive from the 1950's. Coverage of other publishers generally starts in the mid 1980's. The Author Profile Page supplies a quick snapshot of an author's contribution to the field and some rudimentary measures of influence upon it. Over time, the contents of the Author Profile page may expand at the direction of the community.
Please see the following 2007 Turing Award winners' profiles as examples: - History: Disambiguation of author names is of course required for precise identification of all the works, and only those works, by a unique individual. Of equal importance to ACM, author name normalization is also one critical prerequisite to building accurate citation and download statistics. For the past several years, ACM has worked to normalize author names, expand reference capture, and gather detailed usage statistics, all intended to provide the community with a robust set of publication metrics. The Author Profile Pages reveal the first result of these efforts.
- Normalization: ACM uses normalization algorithms to weigh several types of evidence for merging and splitting names.
These include:- co-authors: if we have two names and cannot disambiguate them based on name alone, then we see if they have a co-author in common. If so, this weighs towards the two names being the same person.
- affiliations: names in common with same affiliation weighs toward the two names being the same person.
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The more conservative the merging algorithms, the more bits of evidence are required before a merge is made, resulting in greater precision but lower recall of works for a given Author Profile. Many bibliographic records have only author initials. Many names lack affiliations. With very common family names, typical in Asia, more liberal algorithms result in mistaken merges.
Automatic normalization of author names is not exact. Hence it is clear that manual intervention based on human knowledge is required to perfect algorithmic results. ACM is meeting this challenge, continuing to work to improve the automated merges by tweaking the weighting of the evidence in light of experience.
- Bibliometrics: In 1926, Alfred Lotka formulated his power law (known as Lotka's Law) describing the frequency of publication by authors in a given field. According to this bibliometric law of scientific productivity, only a very small percentage (~6%) of authors in a field will produce more than 10 articles while the majority (perhaps 60%) will have but a single article published. With ACM's first cut at author name normalization in place, the distribution of our authors with 1, 2, 3..n publications does not match Lotka's Law precisely, but neither is the distribution curve far off. For a definition of ACM's first set of publication statistics, see Bibliometrics
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The initial release of the Author Edit Screen is open to anyone in the community with an ACM account, but it is limited to personal information. An author's photograph, a Home Page URL, and an email may be added, deleted or edited. Changes are reviewed before they are made available on the live site.
ACM will expand this edit facility to accommodate more types of data and facilitate ease of community participation with appropriate safeguards. In particular, authors or members of the community will be able to indicate works in their profile that do not belong there and merge others that do belong but are currently missing.
A direct search interface for Author Profiles will be built.
An institutional view of works emerging from their faculty and researchers will be provided along with a relevant set of metrics.
It is possible, too, that the Author Profile page may evolve to allow interested authors to upload unpublished professional materials to an area available for search and free educational use, but distinct from the ACM Digital Library proper. It is hard to predict what shape such an area for user-generated content may take, but it carries interesting potential for input from the community.
Bibliometrics
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Downloads from these sites are captured in official ACM statistics, improving the accuracy of usage and impact measurements. Consistently linking to definitive version of ACM articles should reduce user confusion over article versioning.
ACM Author-Izer also extends ACM’s reputation as an innovative “Green Path” publisher, making ACM one of the first publishers of scholarly works to offer this model to its authors.
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FAQ
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- A. To access ACM Author-Izer, authors need to have a free ACM web account, must have an ACM Author Profile page in the Digital Library, and must take ownership of their Author Profile page.
- Q. What is an ACM Author Profile Page?
- A. The Author Profile Page initially collects all the professional information known about authors from the publications record as known by the ACM Digital Library. The Author Profile Page supplies a quick snapshot of an author's contribution to the field and some rudimentary measures of influence upon it. Over time, the contents of the Author Profile page may expand at the direction of the community. Please visit the ACM Author Profile documentation page for more background information on these pages.
- Q. How do I find my Author Profile page and take ownership?
- A. You will need to take the following steps:
- Create a free ACM Web Account
- Sign-In to the ACM Digital Library
- Find your Author Profile Page by searching the ACM Digital Library for your name
- Find the result you authored (where your author name is a clickable link)
- Click on your name to go to the Author Profile Page
- Click the "Add Personal Information" link on the Author Profile Page
- Wait for ACM review and approval; generally less than 24 hours
- Q. Why does my photo not appear?
- A. Make sure that the image you submit is in .jpg or .gif format and that the file name does not contain special characters
- Q. What if I cannot find the Add Personal Information function on my author page?
- A. The ACM account linked to your profile page is different than the one you are logged into. Please logout and login to the account associated with your Author Profile Page.
- Q. What happens if an author changes the location of his bibliography or moves to a new institution?
- A. Should authors change institutions or sites, they can utilize ACM Author-Izer to disable old links and re-authorize new links for free downloads from a new location.
- Q. What happens if an author provides a URL that redirects to the author’s personal bibliography page?
- A. The service will not provide a free download from the ACM Digital Library. Instead the person who uses that link will simply go to the Citation Page for that article in the ACM Digital Library where the article may be accessed under the usual subscription rules.
However, if the author provides the target page URL, any link that redirects to that target page will enable a free download from the Service.
- Q. What happens if the author’s bibliography lives on a page with several aliases?
- A. Only one alias will work, whichever one is registered as the page containing the author’s bibliography. ACM has no technical solution to this problem at this time.
- Q. Why should authors use ACM Author-Izer?
- A. ACM Author-Izer lets visitors to authors’ personal home pages download articles for no charge from the ACM Digital Library. It allows authors to dynamically display real-time download and citation statistics for each “authorized” article on their personal site.
- Q. Does ACM Author-Izer provide benefits for authors?
- A. Downloads of definitive articles via Author-Izer links on the authors’ personal web page are captured in official ACM statistics to more accurately reflect usage and impact measurements.
Authors who do not use ACM Author-Izer links will not have downloads from their local, personal bibliographies counted. They do, however, retain the existing right to post author-prepared preprint versions on their home pages or institutional repositories with DOI pointers to the definitive version permanently maintained in the ACM Digital Library.
- Q. How does ACM Author-Izer benefit the computing community?
- A. ACM Author-Izer expands the visibility and dissemination of the definitive version of ACM articles. It is based on ACM’s strong belief that the computing community should have the widest possible access to the definitive versions of scholarly literature. By linking authors’ personal bibliography with the ACM Digital Library, user confusion over article versioning should be reduced over time.
In making ACM Author-Izer a free service to both authors and visitors to their websites, ACM is emphasizing its continuing commitment to the interests of its authors and to the computing community in ways that are consistent with its existing subscription-based access model.
- Q. Why can’t I find my most recent publication in my ACM Author Profile Page?
- A. There is a time delay between publication and the process which associates that publication with an Author Profile Page. Right now, that process usually takes 4-8 weeks.
- Q. How does ACM Author-Izer expand ACM’s “Green Path” Access Policies?
- A. ACM Author-Izer extends the rights and permissions that authors retain even after copyright transfer to ACM, which has been among the “greenest” publishers. ACM enables its author community to retain a wide range of rights related to copyright and reuse of materials. They include:
- Posting rights that ensure free access to their work outside the ACM Digital Library and print publications
- Rights to reuse any portion of their work in new works that they may create
- Copyright to artistic images in ACM’s graphics-oriented publications that authors may want to exploit in commercial contexts
- All patent rights, which remain with the original owner