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Erschienen in: Cluster Computing 1/2015

01.03.2015

A blog ranking algorithm using analysis of both blog influence and characteristics of blog posts

verfasst von: Jiwon Kim, Unil Yun, Gwangbum Pyun, Heungmo Ryang, Gangin Lee, Eunchul Yoon, Keun Ho Ryu

Erschienen in: Cluster Computing | Ausgabe 1/2015

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Abstract

In recent years, with the increasing number of blogs to share information, the ratio of blogs on the World Wide Web has been raised. In this regard, the problem of information quality has come up due to the rapidly increasing amount of information in a blogosphere. Therefore, discovering good quality information is one of the significant issues in the blog space. In this paper, we propose an algorithm for efficient blog ranking, called WCT (a blog ranking algorithm using Weighted Comments and Trackbacks). This method performs a ranking process through not only interconnection analysis of blogs but also structural weights for contents in the blogs. Moreover, we conduct performance evaluation and discuss the performance between our algorithm and a previous algorithm by comparing their experimental results, which show that our approach has higher performance than that of the other blog retrieval method.

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Literatur
1.
Zurück zum Zitat Babashzadeh, A., Huang, J., Daoud, M.: Exploiting semantics for improving clinical information retrieval. In: The 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 801–804 (2013) Babashzadeh, A., Huang, J., Daoud, M.: Exploiting semantics for improving clinical information retrieval. In: The 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 801–804 (2013)
2.
Zurück zum Zitat Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Comput. Netw. ISDN Syst. 30(1–7), 107–117 (1998). Proceedings of 7th International World Wide Web Conference CrossRef Brin, S., Page, L.: The anatomy of a large-scale hypertextual web search engine. Comput. Netw. ISDN Syst. 30(1–7), 107–117 (1998). Proceedings of 7th International World Wide Web Conference CrossRef
3.
Zurück zum Zitat Bringer, J., Chabanne, H.: Embedding edit distance to enable private keyword search. Hum.-Cent. Comput. Inf. Sci. 2, 2 (2012) CrossRef Bringer, J., Chabanne, H.: Embedding edit distance to enable private keyword search. Hum.-Cent. Comput. Inf. Sci. 2, 2 (2012) CrossRef
4.
Zurück zum Zitat Gupta, P., Singh, K., Yadav, D., Sharma, K.: An improved approach to ranking web documents. J. Inf. Process. Syst. 9(2), 217–236 (2013) CrossRef Gupta, P., Singh, K., Yadav, D., Sharma, K.: An improved approach to ranking web documents. J. Inf. Process. Syst. 9(2), 217–236 (2013) CrossRef
5.
Zurück zum Zitat Jarvelin, K., Kekalainen, J.: IR evaluation methods for retrieving highly relevant documents. In: The 23th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 41–48 (2000) Jarvelin, K., Kekalainen, J.: IR evaluation methods for retrieving highly relevant documents. In: The 23th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 41–48 (2000)
6.
Zurück zum Zitat Kim, L.H., Yoon, T.B., Kim, K.S., Lee, L.H.: The trackback-rank algorithm for the blog search. In: IEEE International Multi-topic Conference 2008, pp. 454–459 (2008) Kim, L.H., Yoon, T.B., Kim, K.S., Lee, L.H.: The trackback-rank algorithm for the blog search. In: IEEE International Multi-topic Conference 2008, pp. 454–459 (2008)
8.
Zurück zum Zitat Lee, J.: A study on the pivoted inverse document frequency weighting method. J. Korean Soc. Inf. Manag. 20(4), 233–248 (2003) Lee, J.: A study on the pivoted inverse document frequency weighting method. J. Korean Soc. Inf. Manag. 20(4), 233–248 (2003)
9.
Zurück zum Zitat Lee, G., Yun, U., Ryu, K.: Sliding window based weighted maximal frequent pattern mining over data streams. Expert Syst. Appl. 41(2), 694–708 (2014) CrossRef Lee, G., Yun, U., Ryu, K.: Sliding window based weighted maximal frequent pattern mining over data streams. Expert Syst. Appl. 41(2), 694–708 (2014) CrossRef
10.
Zurück zum Zitat Momma, M., Chi, Y., Lin, Y., Zhu, S., Yang, T.: Influence analysis in the blogosphere. The Computing Research Repository (2012). arXiv:1212.5863 Momma, M., Chi, Y., Lin, Y., Zhu, S., Yang, T.: Influence analysis in the blogosphere. The Computing Research Repository (2012). arXiv:​1212.​5863
11.
Zurück zum Zitat Paik, J.: A novel TF-IDF weighting scheme for effective ranking. In: The 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 343–352 (2013) Paik, J.: A novel TF-IDF weighting scheme for effective ranking. In: The 36th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 343–352 (2013)
12.
Zurück zum Zitat Pan, R., Xu, G., Fu, B., Dolog, P., Wang, Z., Leginus, M.: Improving recommendations by the clustering of tag neighbours. J. Converg. 3(1), 13–19 (2012) Pan, R., Xu, G., Fu, B., Dolog, P., Wang, Z., Leginus, M.: Improving recommendations by the clustering of tag neighbours. J. Converg. 3(1), 13–19 (2012)
13.
Zurück zum Zitat Park, S., Jung, Y., Eom, H., Yeom, Y.: An analysis of replication enhancement for a high availability cluster. J. Inf. Process. Syst. 9(2), 205–216 (2013) CrossRef Park, S., Jung, Y., Eom, H., Yeom, Y.: An analysis of replication enhancement for a high availability cluster. J. Inf. Process. Syst. 9(2), 205–216 (2013) CrossRef
14.
Zurück zum Zitat Pyun, G., Yun, U., Ryu, K.: Efficient frequent pattern mining based on linear prefix tree. Knowl.-Based Syst. 55(1), 125–139 (2014) CrossRef Pyun, G., Yun, U., Ryu, K.: Efficient frequent pattern mining based on linear prefix tree. Knowl.-Based Syst. 55(1), 125–139 (2014) CrossRef
16.
Zurück zum Zitat Santos, R.L.T., Macdonald, C., McCreadie, R.M.C., Ounis, I., Soboroff, I.: Information retrieval on the blogosphere. Found. Trends Inf. Retr. 6(1), 1–125 (2012) CrossRefMATH Santos, R.L.T., Macdonald, C., McCreadie, R.M.C., Ounis, I., Soboroff, I.: Information retrieval on the blogosphere. Found. Trends Inf. Retr. 6(1), 1–125 (2012) CrossRefMATH
17.
Zurück zum Zitat Teraoka, T.: Organization and exploration of heterogeneous personal data collected in daily life. Hum.-Cent. Comput. Inf. Sci. 2, 1 (2012) CrossRef Teraoka, T.: Organization and exploration of heterogeneous personal data collected in daily life. Hum.-Cent. Comput. Inf. Sci. 2, 1 (2012) CrossRef
18.
Zurück zum Zitat Xu, X., Meng, T., Cheng, X., Liu, Y.: A probabilistic model for opinionated blog feed retrieval. In: Proceedings of the 20th International Conference Companion on World Wide Web, pp. 155–156 (2011) CrossRef Xu, X., Meng, T., Cheng, X., Liu, Y.: A probabilistic model for opinionated blog feed retrieval. In: Proceedings of the 20th International Conference Companion on World Wide Web, pp. 155–156 (2011) CrossRef
19.
Zurück zum Zitat Yen, N., Kuo, S.: An intergrated approach for Internet resources mining and searching. J. Converg. 3(2), 37–44 (2012) Yen, N., Kuo, S.: An intergrated approach for Internet resources mining and searching. J. Converg. 3(2), 37–44 (2012)
20.
Zurück zum Zitat Yeung, A., Noll, G., Gibbins, N., Meinel, C., Shadbolt, N.: SPEAR: spamming-resistant expertise analysis and ranking in collaborative tagging systems. Comput. Intell. 27(3), 458–488 (2011) CrossRefMathSciNet Yeung, A., Noll, G., Gibbins, N., Meinel, C., Shadbolt, N.: SPEAR: spamming-resistant expertise analysis and ranking in collaborative tagging systems. Comput. Intell. 27(3), 458–488 (2011) CrossRefMathSciNet
21.
Zurück zum Zitat Yun, U., Ryu, K.: Efficient mining of maximal correlated weight frequent patterns. Intell. Data Anal. 17(5), 917–939 (2013) Yun, U., Ryu, K.: Efficient mining of maximal correlated weight frequent patterns. Intell. Data Anal. 17(5), 917–939 (2013)
Metadaten
Titel
A blog ranking algorithm using analysis of both blog influence and characteristics of blog posts
verfasst von
Jiwon Kim
Unil Yun
Gwangbum Pyun
Heungmo Ryang
Gangin Lee
Eunchul Yoon
Keun Ho Ryu
Publikationsdatum
01.03.2015
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe 1/2015
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-013-0337-9

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